Back to Mac ARM64 build report for BioC 3.18
A[B]CDEFGHIJKLMNOPQRSTUVWXYZ

This page was generated on 2024-04-18 11:32:06 -0400 (Thu, 18 Apr 2024).

HostnameOSArch (*)R versionInstalled pkgs
kjohnson1macOS 13.6.1 Venturaarm644.3.3 (2024-02-29) -- "Angel Food Cake" 4388
Click on any hostname to see more info about the system (e.g. compilers)      (*) as reported by 'uname -p', except on Windows and Mac OS X

Package 129/2266HostnameOS / ArchINSTALLBUILDCHECKBUILD BIN
BASiCS 2.14.0  (landing page)
Catalina Vallejos
Snapshot Date: 2024-04-16 09:00:03 -0400 (Tue, 16 Apr 2024)
git_url: https://git.bioconductor.org/packages/BASiCS
git_branch: RELEASE_3_18
git_last_commit: 7b60c29
git_last_commit_date: 2024-03-11 13:42:52 -0400 (Mon, 11 Mar 2024)
kjohnson1macOS 13.6.1 Ventura / arm64  OK    OK    WARNINGS    OK  UNNEEDED, same version is already published

CHECK results for BASiCS on kjohnson1


To the developers/maintainers of the BASiCS package:
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results


Summary

Package: BASiCS
Version: 2.14.0
Command: /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:BASiCS.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings BASiCS_2.14.0.tar.gz
StartedAt: 2024-04-17 06:22:26 -0400 (Wed, 17 Apr 2024)
EndedAt: 2024-04-17 06:34:24 -0400 (Wed, 17 Apr 2024)
EllapsedTime: 718.2 seconds
RetCode: 0
Status:   WARNINGS  
CheckDir: BASiCS.Rcheck
Warnings: 1

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD check --install=check:BASiCS.install-out.txt --library=/Library/Frameworks/R.framework/Resources/library --no-vignettes --timings BASiCS_2.14.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck’
* using R version 4.3.3 (2024-02-29)
* using platform: aarch64-apple-darwin20 (64-bit)
* R was compiled by
    Apple clang version 14.0.0 (clang-1400.0.29.202)
    GNU Fortran (GCC) 12.2.0
* running under: macOS Ventura 13.6.1
* using session charset: UTF-8
* using option ‘--no-vignettes’
* checking for file ‘BASiCS/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘BASiCS’ version ‘2.14.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘BASiCS’ can be installed ... WARNING
Found the following significant warnings:
  ./utils.h:357:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./utils.h:358:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updates.h:258:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updates.h:266:13: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesNoSpikes.h:76:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesNoSpikes.h:102:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesRegNoSpikes.h:101:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./updatesRegNoSpikes.h:128:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./MCMCReg.h:383:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  ./MCMCRegNoSpikes.h:378:8: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
See ‘/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/00install.out’ for details.
* used C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
* used SDK: ‘MacOSX11.3.sdk’
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* checking installed package size ... OK
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking R files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking startup messages can be suppressed ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                         user system elapsed
BASiCS_MCMC             8.748  0.150   8.902
BASiCS_TestDE           7.139  0.100   7.278
BASiCS_DivideAndConquer 3.705  0.066  32.337
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes in ‘inst/doc’ ... OK
* checking running R code from vignettes ... SKIPPED
* checking re-building of vignette outputs ... SKIPPED
* checking PDF version of manual ... OK
* DONE

Status: 1 WARNING, 2 NOTEs
See
  ‘/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/00check.log’
for details.



Installation output

BASiCS.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /Library/Frameworks/R.framework/Resources/bin/R CMD INSTALL BASiCS
###
##############################################################################
##############################################################################


* installing to library ‘/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library’
* installing *source* package ‘BASiCS’ ...
** using staged installation
** libs
using C++ compiler: ‘Apple clang version 15.0.0 (clang-1500.0.40.1)’
using C++11
using SDK: ‘MacOSX11.3.sdk’
clang++ -arch arm64 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/RcppArmadillo/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c BASiCS.cpp -o BASiCS.o
In file included from BASiCS.cpp:1:
In file included from ./updates.h:4:
./utils.h:357:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if( arma::is_finite(log_aux(i)) & arma::is_finite(y(i)) ) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                    &&
./utils.h:357:9: note: cast one or both operands to int to silence this warning
./utils.h:358:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if((log(u(i)) < log_aux(i)) & (y(i) > threshold)) { ind(i) = 1; }
         ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                  &&
./utils.h:358:10: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:1:
./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  if(all(prop_var * phi1 < 2.5327372760800758e+305)  & 
     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
./updates.h:163:6: note: cast one or both operands to int to silence this warning
./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  if(all(prop_var * phi1 < 2.5327372760800758e+305)  & 
     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
./updates.h:163:6: note: cast one or both operands to int to silence this warning
./updates.h:163:6: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
  if(all(prop_var * phi1 < 2.5327372760800758e+305)  & 
     ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                                     &&
./updates.h:163:6: note: cast one or both operands to int to silence this warning
./updates.h:258:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if (!R_IsNA(chi(j)) & (chi(j) > 0)) {
          ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                          &&
./updates.h:258:11: note: cast one or both operands to int to silence this warning
./updates.h:266:13: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
        if (!(chi(j) < 0) & (lambda(j) > 0)) {
            ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                          &&
./updates.h:266:13: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:3:
./updatesNoSpikes.h:76:11: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if ((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
          ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                         &&
./updatesNoSpikes.h:76:11: note: cast one or both operands to int to silence this warning
./updatesNoSpikes.h:102:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if ((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                       &&
./updatesNoSpikes.h:102:9: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:4:
./updatesRegNoSpikes.h:101:10: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
      if((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
         ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                        &&
./updatesRegNoSpikes.h:101:10: note: cast one or both operands to int to silence this warning
./updatesRegNoSpikes.h:128:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if ((log(u(iAux)) < log_aux(iAux)) & (mu1(iAux) > mintol)) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                                       &&
./updatesRegNoSpikes.h:128:9: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:6:
./MCMCReg.h:383:9: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if ((det(V1) != 0) & all(arma::eig_sym(sigma2Aux * VAux) > 0)) {
        ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                       &&
./MCMCReg.h:383:9: note: cast one or both operands to int to silence this warning
In file included from BASiCS.cpp:8:
./MCMCRegNoSpikes.h:378:8: warning: use of bitwise '&' with boolean operands [-Wbitwise-instead-of-logical]
    if((det(V1)!=0) & all(arma::eig_sym(sigma2Aux * VAux) > 0)) {
       ^~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                    &&
./MCMCRegNoSpikes.h:378:8: note: cast one or both operands to int to silence this warning
13 warnings generated.
clang++ -arch arm64 -std=gnu++11 -I"/Library/Frameworks/R.framework/Resources/include" -DNDEBUG  -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/Rcpp/include' -I'/Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/RcppArmadillo/include' -I/opt/R/arm64/include    -fPIC  -falign-functions=64 -Wall -g -O2  -c RcppExports.cpp -o RcppExports.o
clang++ -arch arm64 -std=gnu++11 -dynamiclib -Wl,-headerpad_max_install_names -undefined dynamic_lookup -L/Library/Frameworks/R.framework/Resources/lib -L/opt/R/arm64/lib -o BASiCS.so BASiCS.o RcppExports.o -L/Library/Frameworks/R.framework/Resources/lib -lRlapack -L/Library/Frameworks/R.framework/Resources/lib -lRblas -L/opt/gfortran/lib/gcc/aarch64-apple-darwin20.0/12.2.0 -L/opt/gfortran/lib -lgfortran -lemutls_w -lquadmath -F/Library/Frameworks/R.framework/.. -framework R -Wl,-framework -Wl,CoreFoundation
installing to /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/library/00LOCK-BASiCS/00new/BASiCS/libs
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (BASiCS)

Tests output

BASiCS.Rcheck/tests/testthat.Rout


R version 4.3.3 (2024-02-29) -- "Angel Food Cake"
Copyright (C) 2024 The R Foundation for Statistical Computing
Platform: aarch64-apple-darwin20 (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(BASiCS)
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
    lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,
    pmin.int, rank, rbind, rownames, sapply, setdiff, sort, table,
    tapply, union, unique, unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

    Welcome to 'BASiCS'. If you used 'BASiCS' before its release in
    Bioconductor, please visit:
    https://github.com/catavallejos/BASiCS/wiki.
> 
> test_check("BASiCS")
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0.001
elapsed: 0.013

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0.001
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.012
system: 0
elapsed: 0.012

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.002
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.014
system: 0.001
elapsed: 0.014

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.057
system: 0
elapsed: 0.057

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.05
system: 0
elapsed: 0.049

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
Combining batch posteriors for mu
Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Cannot find a balanced split with 9 quantiles, trying again with 8
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.051
system: 0
elapsed: 0.052

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.056
system: 0
elapsed: 0.056

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Generating partitions...
Starting MCMC...
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-----------------------------------------------------
MCMC sampler has been started: 200 iterations to go.
-----------------------------------------------------
-----------------------------------------------------
End of Burn-in period.
-----------------------------------------------------
 
-----------------------------------------------------
-----------------------------------------------------
All 200 MCMC iterations have been completed.
-----------------------------------------------------
-----------------------------------------------------
 
-----------------------------------------------------
Please see below a summary of the overall acceptance rates.
-----------------------------------------------------
 
Minimum acceptance rate among mu[i]'s: 0.17
Average acceptance rate among mu[i]'s: 0.4892
Maximum acceptance rate among mu[i]'s: 0.8
 
 
Minimum acceptance rate among delta[i]'s: 0.52
Average acceptance rate among delta[i]'s: 0.6848
Maximum acceptance rate among delta[i]'s: 0.82
 
 
Minimum acceptance rate among nu[jk]'s: 0.84
Average acceptance rate among nu[jk]'s: 0.9534
Maximum acceptance rate among nu[jk]'s: 1
 
 
Minimum acceptance rate among theta[k]'s: 0.03
Average acceptance rate among theta[k]'s: 0.24
Maximum acceptance rate among theta[k]'s: 0.45
 
-----------------------------------------------------
 
-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.187
system: 0.001
elapsed: 0.198

-------------------------------------------------------------
Output 
-------------------------------------------------------------


-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-----------------------------------------------------
MCMC sampler has been started: 200 iterations to go.
-----------------------------------------------------
-----------------------------------------------------
End of Burn-in period.
-----------------------------------------------------
 
-----------------------------------------------------
-----------------------------------------------------
All 200 MCMC iterations have been completed.
-----------------------------------------------------
-----------------------------------------------------
 
-----------------------------------------------------
Please see below a summary of the overall acceptance rates.
-----------------------------------------------------
 
Minimum acceptance rate among mu[i]'s: 0.16
Average acceptance rate among mu[i]'s: 0.5108
Maximum acceptance rate among mu[i]'s: 0.81
 
 
Minimum acceptance rate among delta[i]'s: 0.56
Average acceptance rate among delta[i]'s: 0.6864
Maximum acceptance rate among delta[i]'s: 0.83
 
 
Minimum acceptance rate among nu[jk]'s: 0.88
Average acceptance rate among nu[jk]'s: 0.9593
Maximum acceptance rate among nu[jk]'s: 1
 
 
Minimum acceptance rate among theta[k]'s: 0.86
Average acceptance rate among theta[k]'s: 0.915
Maximum acceptance rate among theta[k]'s: 0.97
 
-----------------------------------------------------
 
-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.177
system: 0
elapsed: 0.178

-------------------------------------------------------------
Output 
-------------------------------------------------------------


Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s

Combining batch posteriors for nu
Combining batch posteriors for theta

For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
Evaluating variance contribution threshold = 25 % ... 

Evaluating variance contribution threshold = 50 % ... 

Evaluating variance contribution threshold = 75 % ... 

Evaluating variance contribution threshold = 25 % ... 

Evaluating variance contribution threshold = 50 % ... 

Evaluating variance contribution threshold = 75 % ... 

For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0.001
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.002
system: 0
elapsed: 0.002

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : horizontal integration (no-spikes case)
-------------------------------------------------------------

Randomly, 1 out of 10
genes was left as reference at each iteration 
List of reference genes and frequencies stored as a .txt file in
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : horizontal integration (no-spikes case)
-------------------------------------------------------------

Randomly, 1 out of 10
genes was left as reference at each iteration 
List of reference genes and frequencies stored as a .txt file in
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

`BASiCS_Chain` class definition was outdated. 
Object updated to be compatible with BASiCS version 2.14.0.
Set 'StoreUpdatedChain' = TRUE to save updated object.

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

`BASiCS_Chain` class definition was outdated. 
Object updated to be compatible with BASiCS version 2.14.0.
Set 'StoreUpdatedChain' = TRUE to save updated object.
(this overwrites original input file).

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 1
(ratio Group1 vs Group2).
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
EFDR calibration failed for Differential residual dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdR'.
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.022
system: 0
elapsed: 0.022

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 1
(ratio Group1 vs Group2).
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
EFDR calibration failed for Differential residual dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdR'.
see ?scRNAseq and browseVignettes('scRNAseq') for documentation
loading from cache
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.338
system: 0.001
elapsed: 0.344

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.003
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.341
system: 0.001
elapsed: 0.366

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.298
system: 0
elapsed: 0.299

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.294
system: 0
elapsed: 0.295

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.003
system: 0
elapsed: 0.002

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.297
system: 0
elapsed: 0.303

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.299
system: 0
elapsed: 0.301

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.408
system: 0.001
elapsed: 0.41

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.409
system: 0.001
elapsed: 0.413

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.021
system: 0
elapsed: 0.021

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.447
system: 0.001
elapsed: 0.452

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0.001
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/Users/biocbuild/bbs-3.18-bioc-mac-arm64/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

'BatchInfo' was treated as a factor with 2 levels: 
1  2  
'BatchInfo' was treated as a factor with 2 levels: 
1  2  
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

'BatchInfo' was treated as a factor with 2 levels: 
1  2  
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.14.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

[ FAIL 0 | WARN 0 | SKIP 0 | PASS 459 ]
> 
> proc.time()
   user  system elapsed 
274.653   5.419 340.262 

Example timings

BASiCS.Rcheck/BASiCS-Ex.timings

nameusersystemelapsed
BASiCS_Chain-methods2.5920.0452.650
BASiCS_Chain4.3990.0514.467
BASiCS_CorrectOffset0.0250.0050.031
BASiCS_DenoisedCounts2.7030.0162.720
BASiCS_DenoisedRates2.5300.0232.556
BASiCS_DetectVG0.8060.0540.868
BASiCS_DiagHist0.9000.0220.934
BASiCS_DiagPlot1.8280.0261.869
BASiCS_DivideAndConquer 3.705 0.06632.337
BASiCS_Draw0.4330.0120.473
BASiCS_EffectiveSize0.1660.0090.175
BASiCS_Filter0.0030.0010.003
BASiCS_LoadChain2.2980.0562.361
BASiCS_MCMC8.7480.1508.902
BASiCS_MockSCE0.4130.0050.418
BASiCS_PlotDE3.7190.0403.762
BASiCS_PlotOffset1.1220.0121.134
BASiCS_PlotVG0.4010.0130.413
BASiCS_PriorParam0.2910.0040.295
BASiCS_ShowFit0.4360.0090.445
BASiCS_Sim0.8250.0080.834
BASiCS_Summary-methods0.0080.0030.011
BASiCS_Summary2.4120.0742.497
BASiCS_TestDE7.1390.1007.278
BASiCS_VarThresholdSearchHVG_LVG2.1150.2972.412
BASiCS_VarianceDecomp0.2870.0060.294
Summary-BASiCS_Chain-method0.1460.0040.150
dim-BASiCS_Chain-method0.0090.0070.016
dimnames-BASiCS_Chain-method0.0090.0080.016
displayChainBASiCS-BASiCS_Chain-method0.1550.0550.254
displaySummaryBASiCS-BASiCS_Summary-method0.1330.0380.177
makeExampleBASiCS_Data0.2910.0020.293
newBASiCS_Chain4.6680.0664.814
plot-BASiCS_Chain-method0.1380.0380.191
plot-BASiCS_Summary-method0.1320.0400.181
show-BASiCS_ResultDE-method0.1300.0380.174
show-BASiCS_ResultVG-method0.1290.0370.171
show-BASiCS_ResultsDE-method0.1320.0380.176
subset-BASiCS_Chain-method0.6580.0120.670