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 26 Aug. 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

ncodeR  
Techniques for Automated Classifiers
A set of techniques that can be used to develop, validate, and implement automated classifiers. A po ...
Download / Learn more Package Citations See dependency  
clinUtils  
General Utility Functions for Analysis of Clinical Data
Utility functions to facilitate the import, the reporting and analysis of clinical data. Example ...
Download / Learn more Package Citations See dependency  
RCytoGPS  
Using Cytogenetics Data in R
Defines classes and methods to process text-based cytogenetics using the CytoGPS web site, then imp ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
leafgl  
High-Performance 'WebGl' Rendering for Package 'leaflet'
Provides bindings to the 'Leaflet.glify' JavaScript library which extends the 'leaflet' JavaScript l ...
Download / Learn more Package Citations See dependency  
PCADSC  
Tools for Principal Component Analysis-Based Data Structure Comparisons
A suite of non-parametric, visual tools for assessing differences in data structures for two datase ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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