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vincentarelbundock / marginaleffects

R package to compute and plot predictions, slopes, marginal means, and comparisons (contrasts, risk ratios, odds, etc.) for over 100 classes of statistical and ML models. Conduct linear and non-linear hypothesis tests, or equivalence tests. Calculate uncertainty estimates using the delta method, bootstrapping, or simulation-based inference
https://marginaleffects.com
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Website building notes #1129

Closed vincentarelbundock closed 2 weeks ago

vincentarelbundock commented 1 month ago

Python:

venv
venv
uv pip install marginaleffects polars pandas plotnine jupyter

R

sudo apt install r-cran-aer r-cran-amelia r-cran-afex r-cran-aod r-cran-bench r-cran-betareg r-cran-bh r-cran-bife r-cran-biglm r-cran-blme r-cran-boot r-cran-brglm2 r-cran-brms r-cran-brmsmargins r-cran-broom r-cran-car r-cran-cardata r-cran-causaldata r-cran-clarify r-cran-cjoint r-cran-cobalt r-cran-collapse r-cran-conflicted r-cran-countrycode r-cran-covr r-cran-crch r-cran-dalextra r-cran-dcchoice r-cran-dbarts r-cran-distributional r-cran-dfidx r-cran-dplyr r-cran-emmeans r-cran-equivalence r-cran-estimatr r-cran-fixest r-cran-flexsurv r-cran-fmeffects r-cran-fontquiver r-cran-future r-cran-future.apply r-cran-fwb r-cran-gam r-cran-gamlss r-cran-gamlss.dist r-cran-geepack r-cran-ggdist r-cran-ggokabeito r-cran-ggplot2 r-cran-ggrepel r-cran-glmmtmb r-cran-glmx r-cran-haven r-cran-here r-cran-itsadug r-cran-ivreg r-cran-kableextra r-cran-lme4 r-cran-lmertest r-cran-logistf r-cran-magrittr r-cran-matchit r-cran-mass r-cran-mclogit r-cran-mcmcglmm r-cran-missranger r-cran-mgcv r-cran-mice r-cran-miceadds r-cran-mlogit r-cran-mlr3verse r-cran-modelbased r-cran-modelsummary r-cran-nlme r-cran-nnet r-cran-numderiv r-cran-nycflights13 r-cran-optmatch r-cran-ordinal r-cran-parameters r-cran-parsnip r-cran-partykit r-cran-patchwork r-cran-pkgdown r-cran-phylolm r-cran-plm r-cran-polspline r-cran-poorman r-cran-posterior r-cran-pscl r-cran-purrr r-cran-quantreg r-cran-rchoice r-cran-rendo r-cran-rcmdcheck r-cran-remotes r-cran-reticulate r-cran-rmarkdown r-cran-rms r-cran-robust r-cran-robustbase r-cran-robustlmm r-cran-rsample r-cran-rstanarm r-cran-rstantools r-cran-rsvg r-cran-sampleselection r-cran-sandwich r-cran-scam r-cran-spelling r-cran-speedglm r-cran-survey r-cran-survival r-cran-svglite r-cran-systemfonts r-cran-tibble r-cran-tictoc r-cran-tidymodels r-cran-tidyr r-cran-tidyverse r-cran-tinysnapshot r-cran-tinytable r-cran-tinytest r-cran-titanic r-cran-truncreg r-cran-tsmodel r-cran-withr r-cran-workflows r-cran-yaml r-cran-xgboost r-cran-testthat r-cran-altdoc
install.packages("cmdstanr", repos = c("https://mc-stan.org/r-packages/", getOption("repos")))
cmdstanr::install_cmdstan()

install.packages("https://cran.r-project.org/src/contrib/Archive/prediction/prediction_0.3.17.tar.gz")
install.packages("https://cran.r-project.org/src/contrib/Archive/margins/margins_0.3.26.1.tar.gz")

remotes::install_github("astrezhnev/afcp")