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HoRM: Supplemental Functions and Datasets for "Handbook of Regression Methods"

Synopsis

The HoRM package provides supplemental functions and datasets for the book Handbook of Regression Methods by Derek S. Young. Illustrations of the datasets are included in both that textbook as well as the accompanying Shiny app.

Other highlights:

  • Includes 21 real datasets, each of which is analyzed in the book Handbook of Regression Methods.

  • Inclcudes some original functions, such as for the regressogram and power functions for the general linear F-test.

Documentation

The book Handbook of Regression Methods provides documentation about the HoRM package. Moreover, the help file also documents the original sources for each dataset.

Examples

All examples in Handbook of Regression Methods are demonstrated in the Shiny app.

Installation

Released and tested versions of Rcpp are available via the CRAN network, and can be installed from within R via

install.packages("HoRM")

Support

The issue tickets at the GitHub repo are the primary bug reporting interface. As with the other web resources, previous issues can be searched as well.

Authors

Derek S. Young

License

GPL (>= 2)

Code of Conduct

As contributors and maintainers of this project, we pledge to respect all people who contribute through reporting issues, posting feature requests, updating documentation, submitting pull requests or patches, and other activities. Both contributors and maintainers must consistently demonstrate acceptable behavior, respectful communications, and professional conduct. Project maintainers have the right and responsibility to remove, edit, or reject comments, commits, code, wiki edits, issues, and other contributions that are not aligned to this Code of Conduct. Project maintainers who do not follow the Code of Conduct may be removed from the project team. Instances of abusive, harassing, or otherwise unacceptable behavior may be reported by opening an issue or contacting one or more of the project maintainers. By contributing to this project, you agree to abide by its terms.

We are here for a love of coding and a passion for cultivating knowledge. Let us enjoy this collaboration together!

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Version

Install

install.packages('HoRM')

Monthly Downloads

216

Version

0.1.3

License

GPL (>= 2)

Issues

Pull Requests

Stars

Forks

Maintainer

Derek S. Young

Last Published

March 11th, 2021

Functions in HoRM (0.1.3)

JamesBond

James Bond Dataset
HoRM-package

Supplemental Functions and Datasets for "Handbook of Regression Methods"
SSCP.fn

Sums of Squares and Cross-Products Matrices for a MANOVA Table
GRB

Gamma-Ray Burst Dataset
auditory

Auditory Discrimination Dataset
BAC

Blood Alcohol Concentration Dataset
GOF.tests

Summary of Goodness-of-Fit Tests
light

Light Dataset
gas

Natural Gas Prices Dataset
hildreth.lu

Hildreth-Lu Procedure
chem

Odor Dataset
compasst

Computer-Assisted Learning Dataset
credloss

Credit Loss Dataset
repair

Computer Repair Dataset
cracker

Cracker Dataset
power.F

Power Function for the General Linear F-Test
power.b

Power Functions for Tests of Simple Linear Regression Coefficients
amit

Amitriptyline Dataset
tortoise

Tortoise Eggs Dataset
ppr_funs

Ridge Functions for Projection Pursuit Regression
poly2form

Expands Design Matrix Based on Polynomials
logdiag

Diagnostic Measures of Certain Regression Estimates
wood

Pulp Property Dataset
stock

Google Stock Dataset
fiber

Fiber Strength Dataset
toy

Toy Dataset
yarn

Yarn Fiber Dataset
psi.andrew

Andrew's Sine Function
reg.manova

Expanded MANOVA Table
fly

Fruit Fly Dataset
regressogram

Regressogram
reg.anova

Expanded ANOVA Table
Auto

Canadian Auto Insurance Dataset
cheese

Cheese-Tasting Experiment Dataset