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-4.5)EstimDiagnostics_0.0.3.zip(r-4.4)EstimDiagnostics_0.0.3.zip(r-4.3)
EstimDiagnostics_0.0.3.tgz(r-4.4-any)EstimDiagnostics_0.0.3.tgz(r-4.3-any)
EstimDiagnostics_0.0.3.tar.gz(r-4.5-noble)EstimDiagnostics_0.0.3.tar.gz(r-4.4-noble)
EstimDiagnostics_0.0.3.tgz(r-4.4-emscripten)EstimDiagnostics_0.0.3.tgz(r-4.3-emscripten)
EstimDiagnostics.pdf |EstimDiagnostics.html✨
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 4 years agofrom:f72f582578. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 18 2024 |
R-4.5-win | OK | Nov 18 2024 |
R-4.5-linux | OK | Nov 18 2024 |
R-4.4-win | OK | Nov 18 2024 |
R-4.4-mac | OK | Nov 18 2024 |
R-4.3-win | OK | Nov 18 2024 |
R-4.3-mac | OK | Nov 18 2024 |
Exports:Estim_diagnostestims_boxplotestims_qqplotexpect_distfitexpect_gaussianexpect_mean_equal
Dependencies:briocallrclicodetoolscolorspacecrayondescdiffobjdigestevaluatefansifarverforeachfsggplot2gluegoftestgtableisobanditeratorsjsonlitelabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgbuildpkgconfigpkgloadplyrpraiseprocessxpsR6RColorBrewerRcppreshape2rlangrprojrootscalesstringistringrtestthattibbleutf8vctrsviridisLitewaldowithr
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 |