AutoModel: Automated Hierarchical Multiple Regression with Assumptions Checking
Version 0.4.9

A set of functions that automates the process and produces reasonable output for hierarchical multiple regression models. It allows you to specify predictor blocks, from which it generates all of the linear models, and checks the assumptions of the model, producing the requisite plots and statistics to allow you to judge the suitability of the model.

Browse man pages Browse package API and functions Browse package files

AuthorAlex Lishinski
Date of publication2015-08-23 23:42:08
MaintainerAlex Lishinski <alexlishinski@gmail.com>
LicenseGPL-3
Version0.4.9
URL https://github.com/alishinski/AutoModel
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("AutoModel")

Man pages

assumptions_check: Multiple Regression Assumption Checking
classification_table: Binary Logistic Regression: Classification Table
create_formula_objects: Hierarchical Formula Generation
create_model_objects: Hierarchical Regression Model Generation
model_coefficient_table: Hierarchical regression: Coefficient table output
model_coefficient_table_binomial: Binary Logistic Regression: Coefficient Table Output
modelCompareMod: Modified modelCompare function from lmSupport package....
model_output: Multiple Regression Output
model_output_binomial: Binary Logistic Regression: Model Output
model_summary_table: Hierarchical regression: model summary output
model_summary_table_binomial: Binary Logistic Regression: Model Summary Output
run_model: Automated Multiple Regression Modelling

Functions

assumptions_check Man page Source code
classification_table Man page Source code
create_formula_objects Man page Source code
create_model_objects Man page Source code
modelCompareMod Man page Source code
model_coefficient_table Man page Source code
model_coefficient_table_binomial Man page Source code
model_output Man page Source code
model_output_binomial Man page Source code
model_summary_table Man page Source code
model_summary_table_binomial Man page Source code
run_model Man page Source code

Files

inst
inst/doc
inst/doc/AutoModel.Rmd
inst/doc/AutoModel.html
inst/doc/AutoModel.R
NAMESPACE
R
R/runmodel.R
vignettes
vignettes/AutoModel.Rmd
MD5
README
build
build/vignette.rds
DESCRIPTION
man
man/assumptions_check.Rd
man/model_output.Rd
man/run_model.Rd
man/model_summary_table_binomial.Rd
man/model_summary_table.Rd
man/model_coefficient_table_binomial.Rd
man/model_coefficient_table.Rd
man/modelCompareMod.Rd
man/create_model_objects.Rd
man/classification_table.Rd
man/create_formula_objects.Rd
man/model_output_binomial.Rd
AutoModel documentation built on May 19, 2017, 9:39 a.m.