AutoModel: Automated Hierarchical Multiple Regression with Assumptions Checking

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.

Author
Alex Lishinski
Date of publication
2015-08-23 23:42:08
Maintainer
Alex Lishinski <alexlishinski@gmail.com>
License
GPL-3
Version
0.4.9
URLs

View on CRAN

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

Files in this package

AutoModel
AutoModel/inst
AutoModel/inst/doc
AutoModel/inst/doc/AutoModel.Rmd
AutoModel/inst/doc/AutoModel.html
AutoModel/inst/doc/AutoModel.R
AutoModel/NAMESPACE
AutoModel/R
AutoModel/R/runmodel.R
AutoModel/vignettes
AutoModel/vignettes/AutoModel.Rmd
AutoModel/MD5
AutoModel/README
AutoModel/build
AutoModel/build/vignette.rds
AutoModel/DESCRIPTION
AutoModel/man
AutoModel/man/assumptions_check.Rd
AutoModel/man/model_output.Rd
AutoModel/man/run_model.Rd
AutoModel/man/model_summary_table_binomial.Rd
AutoModel/man/model_summary_table.Rd
AutoModel/man/model_coefficient_table_binomial.Rd
AutoModel/man/model_coefficient_table.Rd
AutoModel/man/modelCompareMod.Rd
AutoModel/man/create_model_objects.Rd
AutoModel/man/classification_table.Rd
AutoModel/man/create_formula_objects.Rd
AutoModel/man/model_output_binomial.Rd