Other packages > Find by keyword >

olr  

Optimal Linear Regression
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("olr", "1.1")



Attach the package and use:
library("olr")
Maintained by
Mathew Fok
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-12-22
Latest Update: 2020-01-08
Description:
The optimal linear regression olr(), runs all the possible combinations of linear regression equations. The olr() returns the equation which has the greatest adjusted R-squared term or the greatest R-squared term based on the user's discretion. Essentially, the olr() returns the best fit equation out of all the possible equations. R-squared increases with the addition of an explanatory variable whether it is 'significant' or not, thus this was developed to eliminate that conundrum. Adjusted R-squared is preferred to overcome this phenomenon, but each combination will still produce different results and this will return the best one. Complimentary functions are included which list all of the equations, all of the equations in ascending order, a function to give the user a specific model's summary, and the list of adjusted R-squared terms & R-squared terms. A 'Python' version is available at: .
How to cite:
Mathew Fok (2019). olr: Optimal Linear Regression. R package version 1.1, https://cran.r-project.org/web/packages/olr
Previous versions and publish date:
1.0 (2019-12-22 17:00)
Other packages that cited olr R package
View olr citation profile
Other R packages that olr depends, imports, suggests or enhances
Functions, R codes and Examples using the olr R package
Some associated functions: olr . 
Some associated R codes: olr_function.R .  Full olr package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

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  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns