Package: qqconf 1.3.2

qqconf: Creates Simultaneous Testing Bands for QQ-Plots

Provides functionality for creating Quantile-Quantile (QQ) and Probability-Probability (PP) plots with simultaneous testing bands to asses significance of sample deviation from a reference distribution <doi:10.18637/jss.v106.i10>.

Authors:Eric Weine [aut, cre], Mary Sara McPeek [aut], Abney Mark [aut]

qqconf_1.3.2.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
qqconf/json (API)

# Install 'qqconf' in R:

install.packages('qqconf', repos = c('https://eweine.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/eweine/qqconf/issues

Uses libs:

fftw3– Library for computing Fast Fourier Transforms
c++– GNU Standard C++ Library v3

On CRAN:

fftw3 cpp

6.90 score 1 stars 22 packages 7 scripts 12k downloads 7 exports 4 dependencies

Last updated from:79519f3a5d. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	129
linux-devel-x86_64	OK	130
source / vignettes	OK	170
linux-release-arm64	OK	133
linux-release-x86_64	OK	122
macos-release-arm64	OK	177
macos-release-x86_64	OK	229
macos-oldrel-arm64	OK	158
macos-oldrel-x86_64	OK	413
windows-devel	OK	101
windows-release	OK	141
windows-oldrel	OK	95
wasm-release	OK	147

Exports:get_bounds_one_sided get_bounds_two_sided get_level_from_bounds_one_sided get_level_from_bounds_two_sided get_qq_band pp_conf_plot qq_conf_plot

Dependencies:DEoptimR MASS Rcpp robustbase

qqconf: An R Package for Putting Testing Bands on QQ and PP Plots

Rendered fromqqconf_introduction.Rmdusingknitr::rmarkdown

Last update: 2021-12-02
Started: 2021-12-02

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Shorthand for two numerical comparisons	between
Check Validity of One-Sided Bounds	check_bounds_one_sided
Check Validity of Two-Sided Bounds	check_bounds_two_sided
Estimate Parameters from Data	estimate_params_from_data
Calculates Approximate Local Level	get_asymptotic_approx_corrected_alpha
Get Best Available Method for Probability Points	get_best_available_prob_pts_method
Calculates Rejection Region of One-Sided Equal Local Levels Test	get_bounds_one_sided
Calculates Rejection Region of Two-Sided Equal Local Levels Test.	get_bounds_two_sided
Get Quantile for First and Last Point of QQ or PP Plot	get_extended_quantile
Calculates Global Significance Level From Simultaneous One-Sided Bounds for Rejection Region	get_level_from_bounds_one_sided
Calculates Global Significance Level From Simultaneous Two-Sided Bounds for Rejection Region	get_level_from_bounds_two_sided
Convert R Distribution Function to MASS Distribution Name	get_mass_name_from_distr
Create QQ Plot Testing Band	get_qq_band
Get Quantile Distribution from Probability Distribution	get_qq_distribution_from_pp_distribution
Monte Carlo Simulation for Two-Sided Test	monte_carlo_two_sided
PP Plot with Simultaneous and Pointwise Testing Bounds.	pp_conf_plot
QQ Plot with Simultaneous and Pointwise Testing Bounds.	qq_conf_plot