Files in fastglm

Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen'

MD5

README.md

NAMESPACE

DESCRIPTION

R/RcppExports.R R/bigmemory_methods.R R/fastglm-nb.R R/fastglm_fit.R R/streaming.R R/fit_glm.R R/fastglm-methods.R R/fastglm.R R/fastglm-zi.R R/fastglm-hurdle.R R/zzz.R R/negbin.R

src/Makevars

src/RcppExports.cpp

src/fit_glm_nb.cpp

src/fit_glm_firth.cpp

src/fit_glm_dense.cpp

src/bigmemory.cpp

src/fit_streaming_glm.cpp

src/fit_glm_zi.cpp

src/fit_glm_hurdle.cpp

src/colmin_colmax.cpp

inst/include/brent.h

inst/include/bigmemory.h

inst/include/families.h

inst/include/glm_sparse.h

inst/include/glm_base.h

inst/include/glm.h

inst/include/chunk_source.h

inst/include/glm_big.h

inst/include/zi.h

inst/include/trunc_count.h

inst/include/nb_theta.h

inst/doc/fastglm-overview.R

inst/doc/benchmarks-fastglm.html

inst/doc/fastglm-overview.Rmd inst/doc/large-data-fastglm.Rmd

inst/doc/nb-stability-fastglm.html

inst/doc/firth-fastglm.Rmd inst/doc/benchmarks-fastglm.Rmd inst/doc/nb-convergence-fastglm.Rmd

inst/doc/large-data-fastglm.html

inst/doc/large-data-fastglm.R inst/doc/count-firth-fastglm.R

inst/doc/fastglm.html

inst/doc/fastglm.R inst/doc/firth-fastglm.R

inst/doc/count-firth-fastglm.html

inst/doc/nb-stability-fastglm.Rmd inst/doc/count-firth-fastglm.Rmd inst/doc/fastglm.Rmd

inst/doc/firth-fastglm.html

inst/doc/nb-convergence-fastglm.html

inst/doc/fastglm-overview.html

build/vignette.rds

tests/testthat.R tests/testthat/test-families-nb.R tests/testthat/test-zi.R tests/testthat/helper-data.R tests/testthat/test-families-quasi.R tests/testthat/test-bigmatrix-streaming.R tests/testthat/test-hurdle.R tests/testthat/test-glmnb.R tests/testthat/test-families-tweedie.R tests/testthat/test-firth.R tests/testthat/test-review-fixes.R tests/testthat/test-sparse.R tests/testthat/test-vcov.R tests/testthat/test-streaming-callback.R tests/testthat/test-robust-se.R tests/testthat/test-families-numerical.R tests/testthat/test-families-native.R vignettes/fastglm-overview.Rmd vignettes/large-data-fastglm.Rmd vignettes/firth-fastglm.Rmd vignettes/benchmarks-fastglm.Rmd vignettes/nb-convergence-fastglm.Rmd vignettes/nb-stability-fastglm.Rmd vignettes/count-firth-fastglm.Rmd vignettes/fastglm.Rmd

vignettes/nb-stability-figs/convergence-plot-1.png

vignettes/benchmarks-figs/unnamed-chunk-6-1.png

vignettes/benchmarks-figs/unnamed-chunk-14-1.png

vignettes/benchmarks-figs/unnamed-chunk-3-1.png

vignettes/benchmarks-figs/unnamed-chunk-2-1.png

vignettes/benchmarks-figs/unnamed-chunk-11-1.png

vignettes/benchmarks-figs/unnamed-chunk-18-1.png

vignettes/benchmarks-figs/unnamed-chunk-12-1.png

vignettes/benchmarks-figs/unnamed-chunk-16-1.png

vignettes/benchmarks-figs/unnamed-chunk-10-1.png

man/summary.fastglm.Rd man/fastglm-sandwich.Rd man/fastglm_zi.Rd man/fastglm_streaming.Rd man/fastglm.Rd man/vcov.fastglm.Rd man/fastglm_nb.Rd man/fastglmPure.Rd man/fastglm_hurdle.Rd man/negbin.Rd man/vcovHC.fastglm.Rd man/fastglm_fit.Rd man/extract-methods.Rd man/predict.fastglm.Rd

man/figures/README-glm_bench-1.png

fastglm documentation built on Aug. 27, 2026, 9:07 a.m.