Various R Programming Tools for Model Fitting

Various R programming tools for model fitting.


gmodels

CRAN status Lifecycle: stable R-CMD-check

Tools for fitting linear models that complement those in base R.

Provided functions include:

  • ci - Compute Confidence Intervals
  • coefFrame - Return model parameters in a data frame
  • CrossTable - Cross Tabulation with Tests for Factor Independence
  • estimable - Compute contrasts and estimable linear functions
  • fast.prcomp - Efficient computation of principal components and singular value decomposition
  • fit.contrast - Compute and test arbitrary contrasts for regression objects
  • glh.test - Test a General Linear Hypothesis for a Regression Model
  • make.contrasts - Construct a User-Specified Contrast Matrix

Installation

Install the released version of gmodels from CRAN with:

install.packages('gmodels')

Install the development version of gmodels from GitHub with:

# install.packages("devtools")
devtools::install_github("r-gregmisc/gmodels")

Reference manual

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install.packages("gmodels")

2.19.1 by Gregory R. Warnes, 3 years ago


https://github.com/r-gregmisc/gmodels


Report a bug at https://github.com/r-gregmisc/gmodels/issues


Browse source code at https://github.com/cran/gmodels


Authors: Gregory R. Warnes [aut, cre] , Ben Bolker [aut] , Thomas Lumley [aut] , Randall C. Johnson [aut] (Contributions from Randall C. Johnson are Copyright (2005) SAIC-Frederick , Inc. Funded by the Intramural Research Program , of the NIH , National Cancer Institute , Center for Cancer Research under NCI Contract NO1-CO-12400) , Airel Muldoon [ctb] , Nitin Jain [aut] , Dirk Enzmann [ctb] , Søren Højsgaards [ctb] , Ulrich Halekoh [ctb] , Mark Schwartz [aut] , Jim Rogers [aut]


Documentation:   PDF Manual  


GPL-2 license


Imports MASS, gdata, stats

Suggests gplots, gtools, Matrix, nlme, lme4


Imported by EasyDescribe, TCA, inecolr, oii, papeR, spsur, tableone.

Suggested by RcmdrPlugin.NMBU, Sleuth2, Sleuth3, crosstable, httk, httkexamples, vcdExtra.


See at CRAN