Other packages > Find by keyword >

rai  

Revisiting-Alpha-Investing for Polynomial Regression
View on CRAN: Click here


Download and install rai package within the R console
Install from CRAN:
install.packages("rai")

Install from Github:
library("remotes")
install_github("cran/rai")

Install by package version:
library("remotes")
install_version("rai", "1.0.0")



Attach the package and use:
library("rai")
Maintained by
Kory D. Johnson
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-07-02
Latest Update: 2019-07-02
Description:
A modified implementation of stepwise regression that greedily searches the space of interactions among features in order to build polynomial regression models. Furthermore, the hypothesis tests conducted are valid-post model selection due to the use of a revisiting procedure that implements an alpha-investing rule. As a result, the set of rejected sequential hypotheses is proven to control the marginal false discover rate. When not searching for polynomials, the package provides a statistically valid algorithm to run and terminate stepwise regression. For more information, see Johnson, Stine, and Foster (2019) .
How to cite:
Kory D. Johnson (2019). rai: Revisiting-Alpha-Investing for Polynomial Regression. R package version 1.0.0, https://cran.r-project.org/web/packages/rai. Accessed 25 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited rai R package
View rai citation profile
Other R packages that rai depends, imports, suggests or enhances
Complete documentation for rai
Functions, R codes and Examples using the rai R package
Some associated functions: Auction . Bidders . Experts . Feature-Constructors . ProcessRAI . RAI . 
Some associated R codes: auction.R . bidders.R . constructors.R . experts.R . processResults.R . rai.R .  Full rai package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA