Other packages > Find by keyword >

npboottprmFBar  

Informative Nonparametric Bootstrap Test with Pooled Resampling
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("npboottprmFBar", "0.2.0")



Attach the package and use:
library("npboottprmFBar")
Maintained by
Mackson Ncube
[Scholar Profile | Author Map]
First Published: 2023-12-12
Latest Update: 2024-02-22
Description:
Sample sizes are often small due to hard to reach target populations, rare target events, time constraints, limited budgets, or ethical considerations. Two statistical methods with promising performance in small samples are the nonparametric bootstrap test with pooled resampling method, which is the focus of Dwivedi, Mallawaarachchi, and Alvarado (2017) , and informative hypothesis testing, which is implemented in the 'restriktor' package. The 'npboottprmFBar' package uses the nonparametric bootstrap test with pooled resampling method to implement informative hypothesis testing. The bootFbar() function can be used to analyze data with this method and the persimon() function can be used to conduct performance simulations on type-one error and statistical power.
How to cite:
Mackson Ncube (2023). npboottprmFBar: Informative Nonparametric Bootstrap Test with Pooled Resampling. R package version 0.2.0, https://cran.r-project.org/web/packages/npboottprmFBar. Accessed 05 Apr. 2025.
Previous versions and publish date:
0.1.0 (2023-12-12 19:30), 0.1.1 (2024-02-22 17:00)
Other packages that cited npboottprmFBar R package
View npboottprmFBar citation profile
Other R packages that npboottprmFBar depends, imports, suggests or enhances
Complete documentation for npboottprmFBar
Functions, R codes and Examples using the npboottprmFBar R package
Some associated functions: bootFbar . bootstrap_fbar_sample . persimon . 
Some associated R codes: bootFbar.R . persimon.R .  Full npboottprmFBar package functions and examples
Downloads during the last 30 days
03/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for npboottprmFBar0246810121416TrendBars

Today's Hot Picks in Authors and Packages

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  
IGST  
Informative Gene Selection Tool
Mining informative genes with certain biological meanings are important for clinical diagnosis of di ...
Download / Learn more Package Citations See dependency  
deepdive  
Deep Learning for General Purpose
Aims to provide simple intuitive functions to create quick prototypes of artificial neural network o ...
Download / Learn more Package Citations See dependency  
gllvm  
Generalized Linear Latent Variable Models
Analysis of multivariate data using generalized linear latent variable models (gllvm). Estimation i ...
Download / Learn more Package Citations See dependency  
TrendInTrend  
Odds Ratio Estimation and Power Calculation for the Trend in Trend Model
Estimation of causal odds ratio and power calculation given trends in exposure prevalenceand outcome ...
Download / Learn more Package Citations See dependency  
whitestrap  
White Test and Bootstrapped White Test for Heteroskedasticity
Formal implementation of White test of heteroskedasticity and a bootstrapped version of it, develope ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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