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

GlmSimulatoR_1.0.1.999.tar.gz
GlmSimulatoR_1.0.1.999.zip(r-4.7-any)GlmSimulatoR_1.0.1.999.zip(r-4.6-any)GlmSimulatoR_1.0.1.999.zip(r-4.5-any)
GlmSimulatoR_1.0.1.999.tgz(r-4.6-any)GlmSimulatoR_1.0.1.999.tgz(r-4.5-any)
GlmSimulatoR_1.0.1.999.tar.gz(r-4.7-any)GlmSimulatoR_1.0.1.999.tar.gz(r-4.6-any)
GlmSimulatoR_1.0.1.999.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
GlmSimulatoR/json (API)

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

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

On CRAN:

Conda:

5.17 score 1 stars 59 scripts 361 downloads 8 exports 42 dependencies

Last updated from:b9073dc271. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK184
source / vignettesOK510
linux-releaseOK188
macos-releaseOK126
macos-oldrelOK118
windows-develOK113
windows-releaseOK139
windows-oldrelOK122
wasm-releaseOK144

Exports:%>%simulate_binomialsimulate_gammasimulate_gaussiansimulate_inverse_gaussiansimulate_negative_binomialsimulate_poissonsimulate_tweedie

Dependencies:assertthatbiglmclicodacplmcpp11DBIdplyrfarvergenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixminqanlmepillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangS7scalesstatmodstringistringrtibbletidyselecttweedieutf8vctrsviridisLitewithr

Tweedie Distribution
Introduction | Building a glm model
Rendered fromtweedie_distribution.Rmdusingknitr::rmarkdown

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

Count Data And Overdispersion
Overview | Getting familiar with the Poisson family | GLM Poisson | Poisson vs Negative Binomial | Getting familiar with the negative binomial family | GLM Negative Binomial
Rendered fromcount_data_and_overdispersion.Rmdusingknitr::rmarkdown

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

Dealing With Right Skewed Data
Introduction | Different shapes of a gamma distribution | Building models with very skewed data
Rendered fromdealing_with_right_skewed_data.Rmdusingknitr::rmarkdown

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

Exploring Links for the Gaussian Distribution
Overview | Inverse Link | Mathematical Background | Exploring Data | Building Models | Log Link | Summary
Rendered fromexploring_links_for_the_gaussian_distribution.Rmdusingknitr::rmarkdown

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

Stepwise Search
Mathematical Background | Simulation Setup | Easy Problem: Large N and half the variables are unrelated | Hard Problem: Small N and most variables are unrelated
Rendered fromstepwise_search.Rmdusingknitr::rmarkdown

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

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