Package: EstimDiagnostics 0.0.3

EstimDiagnostics: Diagnostic Tools and Unit Tests for Statistical Estimators

Extension of 'testthat' package to make unit tests on empirical distributions of estimators and functions for diagnostics of their finite-sample performance.

Authors:Dmitry Otryakhin [aut, cre]

EstimDiagnostics_0.0.3.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
EstimDiagnostics/json (API)

# Install 'EstimDiagnostics' in R:

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

Bug tracker:https://gitlab.com/dmitry_otryakhin/diagnostics-and-tests-for-statistical-estimators

On CRAN:

3.70 score 5 scripts 352 downloads 6 exports 44 dependencies

Last updated from:f72f582578. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	138
source / vignettes	OK	273
linux-release	OK	120
macos-release	OK	159
macos-oldrel	OK	181
windows-devel	OK	98
windows-release	OK	97
windows-oldrel	OK	120
wasm-release	OK	101

Exports:Estim_diagnost estims_boxplot estims_qqplot expect_distfit expect_gaussian expect_mean_equal

Dependencies:brio callr cli codetools cpp11 crayon desc diffobj evaluate farver foreach fs ggplot2 glue goftest gtable isoband iterators jsonlite labeling lifecycle magrittr otel pkgbuild pkgload plyr praise processx ps R6 RColorBrewer Rcpp reshape2 rlang rprojroot S7 scales stringi stringr testthat vctrs viridisLite waldo withr

Testing-estimators-with-EstimDiagnostics

Diagnostic functions | Unit tests

Rendered fromTesting-estimators-with-EstimDiagnostics.Rmdusingknitr::rmarkdown

Last update: 2021-03-06
Started: 2020-12-04

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Sample estimators' values for different sample sizes	Estim_diagnost
Boxplot of estimates	estims_boxplot
QQ-plot of estimator empirical distributions	estims_qqplot
Test a parametric distribution	expect_distfit
Test a Gaussian distribution	expect_gaussian
Test a mean-value using t-test	expect_mean_equal