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CNPS
View on CRAN: Click
here
Download and install CNPS package within the R console
Install from CRAN:
install.packages("CNPS")
Install from Github:
library("remotes")
install_github("cran/CNPS")
Install by package version:
library("remotes")
install_version("CNPS", "1.0.0")
Attach the package and use:
library("CNPS")
Maintained by
JiaSheng Zhang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-05-25
Latest Update: 2021-05-25
Description:
We unify various nonparametric hypothesis testing problems in a framework of permutation testing, enabling hypothesis testing on multi-sample, multidimensional data and contingency tables. Most of the functions available in the R environment to implement permutation tests are single functions constructed for specific test problems; to facilitate the use of the package, the package encapsulates similar tests in a categorized manner, greatly improving ease of use.
We will all provide functions for self-selected permutation scoring methods and self-selected p-value calculation methods (asymptotic, exact, and sampling). For two-sample tests, we will provide mean tests and estimate drift sizes; we will provide tests on variance; we will provide paired-sample tests; we will provide correlation coefficient tests under three measures. For multi-sample problems, we will provide both ordinary and ordered alternative test problems. For multidimensional data, we will implement multivariate means (including ordered alternatives) and multivariate pairwise tests based on four statistics; the components with significant differences are also calculated. For contingency tables, we will perform permutation chi-square test or ordered alternative.
How to cite:
JiaSheng Zhang (2021). CNPS: Nonparametric Statistics. R package version 1.0.0, https://cran.r-project.org/web/packages/CNPS
Previous versions and publish date:
No previous versions
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Other R packages that CNPS depends,
imports, suggests or enhances
Functions, R codes and Examples using
the CNPS R package
Some associated functions: MultiDimen_test . RMD_test . cip . corr_test . emcdf . ksample_test . pairwise_test . permu_table . siegel_tukey . twosample_test .
Some associated R codes: MultiDimen_test.R . RMD_test.R . TwoSampleSRS.R . corr_test.R . ksample_test.R . nonp.R . pairwise_test.R . permu_table.R . siegel_tukey.R . twosample_test.R . Full CNPS package functions and examples
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