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:
EstimDiagnostics_0.0.3.tar.gz
EstimDiagnostics_0.0.3.zip(r-4.7)EstimDiagnostics_0.0.3.zip(r-4.6)EstimDiagnostics_0.0.3.zip(r-4.5)
EstimDiagnostics_0.0.3.tgz(r-4.6-any)EstimDiagnostics_0.0.3.tgz(r-4.5-any)
EstimDiagnostics_0.0.3.tar.gz(r-4.7-any)EstimDiagnostics_0.0.3.tar.gz(r-4.6-any)
EstimDiagnostics_0.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
EstimDiagnostics/json (API)
NEWS
| # 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
Last updated from:f72f582578. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 144 | ||
| source / vignettes | OK | 207 | ||
| linux-release-x86_64 | OK | 151 | ||
| macos-release-arm64 | OK | 150 | ||
| macos-oldrel-arm64 | OK | 190 | ||
| windows-devel | OK | 93 | ||
| windows-release | OK | 132 | ||
| windows-oldrel | OK | 91 | ||
| wasm-release | OK | 112 |
Exports:Estim_diagnostestims_boxplotestims_qqplotexpect_distfitexpect_gaussianexpect_mean_equal
Dependencies:briocallrclicodetoolscpp11crayondescdiffobjevaluatefarverforeachfsggplot2gluegoftestgtableisobanditeratorsjsonlitelabelinglifecyclemagrittrpkgbuildpkgloadplyrpraiseprocessxpsR6RColorBrewerRcppreshape2rlangrprojrootS7scalesstringistringrtestthatvctrsviridisLitewaldowithr
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 |
