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exactamente  

Explore the Exact Bootstrap Method
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("exactamente", "0.1.1")



Attach the package and use:
library("exactamente")
Maintained by
Mackson Ncube
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-29
Latest Update: 2023-08-29
Description:
Researchers often use the bootstrap to understand a sample drawn from a population with unknown distribution. The exact bootstrap method is a practical tool for exploring the distribution of small sample size data. For a sample of size n, the exact bootstrap method generates the entire space of n to the power of n resamples and calculates all realizations of the selected statistic. The 'exactamente' package includes functions for implementing two bootstrap methods, the exact bootstrap and the regular bootstrap. The exact_bootstrap() function applies the exact bootstrap method following methodologies outlined in Kisielinska (2013) . The regular_bootstrap() function offers a more traditional bootstrap approach, where users can determine the number of resamples. The e_vs_r() function allows users to directly compare results from these bootstrap methods. To augment user experience, 'exactamente' includes the function exactamente_app() which launches an interactive 'shiny' web application. This application facilitates exploration and comparison of the bootstrap methods, providing options for modifying various parameters and visualizing results.
How to cite:
Mackson Ncube (2023). exactamente: Explore the Exact Bootstrap Method. R package version 0.1.1, https://cran.r-project.org/web/packages/exactamente. Accessed 22 Dec. 2024.
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