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robnptests
View on CRAN: Click
here
Download and install robnptests package within the R console
Install from CRAN:
install.packages("robnptests")
Install from Github:
library("remotes")
install_github("cran/robnptests")
Install by package version:
library("remotes")
install_version("robnptests", "1.1.0")
Attach the package and use:
library("robnptests")
Maintained by
Sermad Abbas
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.robnptests . https://github.com/s-abbas/robnptests/issues . https://github.com/s-abbas/robnptests . robnptests results . robnptests.pdf . Getting started with 'robnptests' . robnptests_1.1.0.tar.gz . robnptests_1.1.0.zip . robnptests_1.1.0.zip . robnptests_1.1.0.zip . robnptests_1.1.0.tgz . robnptests_1.1.0.tgz . robnptests_1.1.0.tgz . robnptests_1.1.0.tgz . robnptests_1.1.0.tgz . robnptests_1.1.0.tgz . robnptests archive . https://CRAN.R-project.org/package=robnptests .
First Published: 2021-11-08
Latest Update: 2023-02-13
Description:
Implementations of several robust nonparametric two-sample tests
for location or scale differences. The test statistics are based on robust
location and scale estimators, e.g. the sample median or the Hodges-Lehmann estimators
as described in Fried & Dehling (2011) .
The p-values can be computed via the permutation principle, the randomization principle, or by using
the asymptotic distributions of the test statistics under the null hypothesis, which ensures
(approximate) distribution independence of the test decision. To test for a difference in
scale, we apply the tests for location difference to transformed observations; see Fried (2012) .
Random noise on a small range can be added to the original observations in order to
hold the significance level on data from discrete distributions.
The location tests assume homoscedasticity and the scale tests require the
location parameters to be zero.
How to cite:
Sermad Abbas (2021). robnptests: Robust Nonparametric Two-Sample Tests for Location/Scale. R package version 1.1.0, https://cran.r-project.org/web/packages/robnptests. Accessed 03 Apr. 2025.
Previous versions and publish date:
1.0.0 (2021-11-08 16:40)
Other packages that cited robnptests R package
View robnptests citation profile
Other R packages that robnptests depends,
imports, suggests or enhances
Complete documentation for robnptests
Functions, R codes and Examples using
the robnptests R package
Some associated functions: calc_perm_p_value . check_test_input . compute_results_asymptotic . compute_results_finite . hl1_test . hl2_test . hodges_lehmann . hodges_lehmann_2sample . m_est . m_est_perm_distribution . m_test . m_test_statistic . med_test . perm_distribution . preprocess_data . rob_perm_statistic . rob_scale . select_method . trim_mean . trimmed_t . trimmed_test . win_mean . win_var . wobble .
Some associated R codes: helpers.R . hl1Test.R . hl2Test.R . locationEstimators.R . mTest.R . medTest.R . permDistribution.R . scaleEstimators.R . testStatistics.R . trimmedTest.R . wobble.R . Full robnptests package functions and examples
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