EstimDiagnostics (version 0.0.3)

Diagnostic Tools and Unit Tests for Statistical Estimators

Description

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

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Version

Install

install.packages('EstimDiagnostics')

Monthly Downloads

197

Version

0.0.3

License

GPL-3

Maintainer

Dmitry Otryakhin

Last Published

April 16th, 2021

Functions in EstimDiagnostics (0.0.3)

estims_boxplot

Boxplot of estimates

expect_gaussian

Test a Gaussian distribution

expect_mean_equal

Test a mean-value using t-test

estims_qqplot

QQ-plot of estimator empirical distributions

expect_distfit

Test a parametric distribution

Estim_diagnost

Sample estimators' values for different sample sizes