Package: glmGamPoi 1.19.2
Constantin Ahlmann-Eltze
glmGamPoi: Fit a Gamma-Poisson Generalized Linear Model
Fit linear models to overdispersed count data. The package can estimate the overdispersion and fit repeated models for matrix input. It is designed to handle large input datasets as they typically occur in single cell RNA-seq experiments.
Authors:
glmGamPoi_1.19.2.tar.gz
glmGamPoi_1.19.2.zip(r-4.5)glmGamPoi_1.19.2.zip(r-4.4)glmGamPoi_1.19.2.zip(r-4.3)
glmGamPoi_1.19.2.tgz(r-4.4-x86_64)glmGamPoi_1.19.2.tgz(r-4.4-arm64)glmGamPoi_1.19.2.tgz(r-4.3-x86_64)glmGamPoi_1.19.2.tgz(r-4.3-arm64)
glmGamPoi_1.19.2.tar.gz(r-4.5-noble)glmGamPoi_1.19.2.tar.gz(r-4.4-noble)
glmGamPoi_1.19.2.tgz(r-4.4-emscripten)glmGamPoi_1.19.2.tgz(r-4.3-emscripten)
glmGamPoi.pdf |glmGamPoi.html✨
glmGamPoi/json (API)
NEWS
| # Install 'glmGamPoi' in R: |
| install.packages('glmGamPoi', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/const-ae/glmgampoi/issues
On BioConductor:glmGamPoi-1.19.2(bioc 3.21)glmGamPoi-1.18.0(bioc 3.20)
regressionrnaseqsoftwaresinglecellgamma-poissonglmnegative-binomial-regressionon-diskopenblascpp
Last updated 1 months agofrom:e8799cbd0e. Checks:1 OK, 8 NOTE. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 09 2025 |
| R-4.5-win-x86_64 | NOTE | Jan 09 2025 |
| R-4.5-linux-x86_64 | NOTE | Jan 09 2025 |
| R-4.4-win-x86_64 | NOTE | Jan 09 2025 |
| R-4.4-mac-x86_64 | NOTE | Jan 09 2025 |
| R-4.4-mac-aarch64 | NOTE | Jan 09 2025 |
| R-4.3-win-x86_64 | NOTE | Jan 09 2025 |
| R-4.3-mac-x86_64 | NOTE | Jan 09 2025 |
| R-4.3-mac-aarch64 | NOTE | Jan 09 2025 |
Exports:glm_gploc_median_fitoverdispersion_mleoverdispersion_shrinkagepseudobulktest_devars
Dependencies:abindaskpassassortheadbeachmatBiobaseBiocGenericsclicrayoncurlDelayedArrayDelayedMatrixStatsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesglueHDF5ArrayhttrIRangesjsonlitelatticelifecycleMatrixMatrixGenericsmatrixStatsmimeopensslR6RcppRcppArmadillorhdf5rhdf5filtersRhdf5librlangS4ArraysS4VectorsSingleCellExperimentSparseArraysparseMatrixStatsSummarizedExperimentsysUCSC.utilsvctrsXVector
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Convert glmGamPoi object to a list | as.list.glmGamPoi |
| Fit a Gamma-Poisson Generalized Linear Model | glm_gp |
| Estimate local median fit | loc_median_fit |
| Estimate the Overdispersion for a Vector of Counts | overdispersion_mle |
| Shrink the overdispersion estimates | overdispersion_shrinkage |
| Predict 'link' or 'response' values for Gamma-Poisson GLMs | predict.glmGamPoi |
| Pretty print the result from glm_gp() | format.glmGamPoi format.summary.glmGamPoi print.glmGamPoi print.summary.glmGamPoi summary.glmGamPoi |
| Create a 'SingleCellExperiment' containing pseudo-bulk samples | pseudobulk |
| Extract Residuals of Gamma Poisson Model | residuals.glmGamPoi |
| Solve the equation Y = A B for A or B | solve_lm_for_A solve_lm_for_B |
| Test for Differential Expression | test_de |
| Quote grouping variables | vars |
