Other packages > Find by keyword >

RATest  

Randomization Tests
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RATest", "0.1.10")



Attach the package and use:
library("RATest")
Maintained by
Mauricio Olivares
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-08-14
Latest Update: 2022-09-29
Description:
A collection of randomization tests, data sets and examples. The current version focuses on five testing problems and their implementation in empirical work. First, it facilitates the empirical researcher to test for particular hypotheses, such as comparisons of means, medians, and variances from k populations using robust permutation tests, which asymptotic validity holds under very weak assumptions, while retaining the exact rejection probability in finite samples when the underlying distributions are identical. Second, the description and implementation of a permutation test for testing the continuity assumption of the baseline covariates in the sharp regression discontinuity design (RDD) as in Canay and Kamat (2018) . More specifically, it allows the user to select a set of covariates and test the aforementioned hypothesis using a permutation test based on the Cramer-von Misses test statistic. Graphical inspection of the empirical CDF and histograms for the variables of interest is also supported in the package. Third, it provides the practitioner with an effortless implementation of a permutation test based on the martingale decomposition of the empirical process for testing for heterogeneous treatment effects in the presence of an estimated nuisance parameter as in Chung and Olivares (2021) . Fourth, this version considers the two-sample goodness-of-fit testing problem under covariate adaptive randomization and implements a permutation test based on a prepivoted Kolmogorov-Smirnov test statistic. Lastly, it implements an asymptotically valid permutation test based on the quantile process for the hypothesis of constant quantile treatment effects in the presence of an estimated nuisance parameter.
How to cite:
Mauricio Olivares (2017). RATest: Randomization Tests. R package version 0.1.10, https://cran.r-project.org/web/packages/RATest. Accessed 21 Nov. 2024.
Previous versions and publish date:
0.1.0 (2017-08-14 21:08), 0.1.1 (2017-10-11 20:15), 0.1.2 (2018-01-23 05:16), 0.1.3 (2018-10-31 20:50), 0.1.4 (2018-11-30 06:20), 0.1.5 (2019-07-12 23:10), 0.1.6 (2019-07-18 13:18), 0.1.7 (2020-01-24 18:00), 0.1.8 (2020-10-17 02:10), 0.1.9 (2021-07-13 21:30)
Other packages that cited RATest R package
View RATest citation profile
Other R packages that RATest depends, imports, suggests or enhances
Complete documentation for RATest
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

pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  
kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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