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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]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.exactamente . https://github.com/mightymetrika/exactamente/issues . https://github.com/mightymetrika/exactamente . exactamente results . exactamente.pdf . exactamente_0.1.1.tar.gz . exactamente_0.1.1.zip . exactamente_0.1.1.zip . exactamente_0.1.1.zip . exactamente_0.1.1.tgz . exactamente_0.1.1.tgz . exactamente_0.1.1.tgz . exactamente_0.1.1.tgz . exactamente_0.1.1.tgz . exactamente_0.1.1.tgz . https://CRAN.R-project.org/package=exactamente .
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 29 Mar. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited exactamente R package
View exactamente citation profile
Other R packages that exactamente depends,
imports, suggests or enhances
Complete documentation for exactamente
Functions, R codes and Examples using
the exactamente R package
Some associated functions: boot_plot . compare_bootstrap . e_vs_r . exact_bootstrap . exactamente_app . plot.extboot . plot.regboot . process_bootstrap_stats . reg_bootstrap . summary.extboot . summary.regboot . xboot_summary .
Some associated R codes: app.R . boot_comp_plot.R . boot_plot.R . e_vs_r.R . exact_bootstrap.R . globals.R . helpers.R . reg_bootstrap.R . Full exactamente package functions and examples
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