Package: GlmSimulatoR 1.0.1.999

GlmSimulatoR: Creates Ideal Data for Generalized Linear Models

Creates ideal data for all distributions in the generalized linear model framework.

Authors:Greg McMahan

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GlmSimulatoR.pdf |GlmSimulatoR.html✨
GlmSimulatoR/json (API)
NEWS

# Install 'GlmSimulatoR' in R:
install.packages('GlmSimulatoR', repos = c('https://gmcmacran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/gmcmacran/glmsimulator/issues

On CRAN:

8 exports 1 stars 1.12 score 44 dependencies 50 scripts 392 downloads

Last updated 2 months agofrom:4c2828d21d. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 01 2024
R-4.5-winOKSep 01 2024
R-4.5-linuxOKSep 01 2024
R-4.4-winOKSep 01 2024
R-4.4-macOKSep 01 2024
R-4.3-winOKSep 01 2024
R-4.3-macOKSep 01 2024

Exports:%>%simulate_binomialsimulate_gammasimulate_gaussiansimulate_inverse_gaussiansimulate_negative_binomialsimulate_poissonsimulate_tweedie

Dependencies:assertthatbiglmclicodacolorspacecplmDBIdplyrfansifarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvminqamunsellnlmepillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangscalesstatmodstringistringrtibbletidyselecttweedieutf8vctrsviridisLitewithr

Count Data And Overdispersion

Rendered fromcount_data_and_overdispersion.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2023-11-23
Started: 2019-08-24

Dealing With Right Skewed Data

Rendered fromdealing_with_right_skewed_data.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2023-11-23
Started: 2019-08-08

Exploring Links for the Gaussian Distribution

Rendered fromexploring_links_for_the_gaussian_distribution.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2023-11-23
Started: 2019-08-08

Stepwise Search

Rendered fromstepwise_search.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2023-11-23
Started: 2020-03-14

Tweedie Distribution

Rendered fromtweedie_distribution.Rmdusingknitr::rmarkdownon Sep 01 2024.

Last update: 2023-11-29
Started: 2019-09-18

Readme and manuals

Help Manual

Help pageTopics
Create ideal data for a generalized linear model.simulate_binomial simulate_gamma simulate_gaussian simulate_inverse_gaussian simulate_negative_binomial simulate_poisson simulate_tweedie