dependentsimr
Simulate Omics-Scale Data with Dependency
v1.0.0.0
·
Jul 23, 2025
·
MIT + file LICENSE
Description
Using a Gaussian copula approach, this package generates simulated data mimicking a target real dataset. It supports normal, Poisson, empirical, and 'DESeq2' (negative binomial with size factors) marginal distributions. It uses an low-rank plus diagonal covariance matrix to efficiently generate omics-scale data. Methods are described in: Yang, Grant, and Brooks (2025) <doi:10.1101/2025.01.31.634335>.
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CRAN Check Status
1
ERROR
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Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | ERROR |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (15 non-OK)
ERROR
r-devel-linux-x86_64-debian-clang
re-building of vignette outputs
Error(s) in re-building vignettes: ... --- re-building ‘simulate_data.Rmd’ using rmarkdown Quitting from simulate_data.Rmd:85-87 [unnamed-chunk-7] ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <error/rlib_error_package_not_found> Error in `fit_deseq()`: ! The package "DESeq2" is required Using type='DESeq2' requires DESeq2 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Error: processing vignette 'simulate_data.Rmd' failed with diagnostics: The package "DESeq2" is required Using type='DESeq2' requires DESeq2 --- failed re-building ‘simulate_data.Rmd’ SUMMARY: processing the following file failed: ‘simulate_data.Rmd’ Error: Vignette re-building failed. Execution halted
ERROR
r-devel-linux-x86_64-debian-clang
tests
Running ‘testthat.R’ [1s/2s]
Running the tests in ‘tests/testthat.R’ failed.
Complete output:
> # This file is part of the standard setup for testthat.
> # It is recommended that you do not modify it.
> #
> # Where should you do additional test configuration?
> # Learn more about the roles of various files in:
> # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview
> # * https://testthat.r-lib.org/articles/special-files.html
>
> library(testthat)
> library(dependentsimr)
>
> test_check("dependentsimr")
Saving _problems/test-dependentsim-77.R
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 6 ]
══ Failed tests ════════════════════════════════════════════════════════════════
── Error ('test-dependentsim.R:77:1'): (code run outside of `test_that()`) ─────
<rlib_error_package_not_found/rlang_error/error/condition>
Error in `fit_deseq(data)`: The package "DESeq2" is required Using type='DESeq2' requires DESeq2
Backtrace:
▆
1. └─dependentsimr::get_random_structure(...) at test-dependentsim.R:77:1
2. └─dependentsimr:::marginals_and_transform(datasets, types)
3. └─dependentsimr:::fit_deseq(data)
4. └─rlang::check_installed("DESeq2", reason = "Using type='DESeq2' requires DESeq2")
[ FAIL 1 | WARN 0 | SKIP 0 | PASS 6 ]
Error:
! Test failures.
Execution halted
OK
r-devel-linux-x86_64-debian-gcc
*
OK
r-devel-linux-x86_64-fedora-clang
*
OK
r-devel-linux-x86_64-fedora-gcc
*
OK
r-devel-macos-arm64
*
OK
r-devel-windows-x86_64
*
OK
r-oldrel-macos-arm64
*
OK
r-oldrel-macos-x86_64
*
OK
r-oldrel-windows-x86_64
*
OK
r-patched-linux-x86_64
*
OK
r-release-linux-x86_64
*
OK
r-release-macos-arm64
*
OK
r-release-macos-x86_64
*
OK
r-release-windows-x86_64
*
Check History
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 9, 2026
ERROR
r-devel-linux-x86_64-debian-clang
tests
Running ‘testthat.R’ [1s/2s] Running the tests in ‘tests/testthat.R’ failed. Complete output: > # This file is part of the standard setup for testthat. > # It is recommended that you do not modify it. > # > # Where should you do additional test configuration? > # Learn more about the roles of various files in: > # * https://r-pkgs.org/testing-design.html#sec-tests-files-overview > # * https://testthat.r-lib.org/articles/special-files.html > > library(testthat) > library(de
Dependency Network
Version History
new
1.0.0.0
Mar 10, 2026