distfreereg-package {distfreereg} | R Documentation |
Distribution-Free Goodness-of-Fit Testing for Regression
Description
Implements distribution-free goodness-of-fit regression testing for the mean structure of parametric models introduced in Khmaladze (2021) <doi:10.1007/s10463-021-00786-3>.
Details
The DESCRIPTION file:
Package: | distfreereg |
Type: | Package |
Title: | Distribution-Free Goodness-of-Fit Testing for Regression |
Version: | 1.0.1 |
Depends: | R (>= 4.4) |
Imports: | clue, methods, numDeriv |
Suggests: | knitr, Matrix, mvtnorm, rmarkdown |
VignetteBuilder: | knitr |
Date: | 2024-11-12 |
Authors@R: | person(given = "Jesse", family = "Miller", role = c("aut", "cre"), email = "mill9116@umn.edu") |
Maintainer: | Jesse Miller <mill9116@umn.edu> |
Description: | Implements distribution-free goodness-of-fit regression testing for the mean structure of parametric models introduced in Khmaladze (2021) <doi:10.1007/s10463-021-00786-3>. |
License: | GPL-3 |
Author: | Jesse Miller [aut, cre] |
Index of help topics:
coef.distfreereg Extract Estimated Parameters from 'distfreereg' Objects compare Compare the simulated statistic distribution with the observed statistic distribution used in distribution-free parametric regression testing confint.distfreereg Calculate Confidence Intervals with a 'distfreereg' Object distfreereg Distribution-Free Parametric Regression Testing distfreereg-package Distribution-Free Goodness-of-Fit Testing for Regression fitted.distfreereg Extract Fitted Values from 'distfreereg' Objects formula.distfreereg Extract Formulas from 'distfreereg' Objects ks.test.compare Formally Compare Observed and Simulated Statistics plot.compare Summary and Diagnostic Plots for 'compare' Objects plot.distfreereg Summary and Diagnostic Plots for 'distfreereg' Objects predict.distfreereg Generate Predicted Values from 'distfreereg' Objects print.distfreereg Printing 'distfreereg' Objects rejection Compute Rejection Rates of a Distribution-Free Test residuals.distfreereg Extract Residuals from 'distfreereg' Objects update.distfreereg Update 'distfreereg' Objects vcov.distfreereg Calculate Covariance Matrices from 'distfreereg' Objects
Further information is available in the following vignettes:
v1_introduction | An Introduction to the `distfreereg` Package (source) |
v2_compare | Comparing Distributions with the `distfreereg` Package (source) |
v3_plotting | Plotting with the `distfreereg` Package (source) |
v4_parameter-estimation | Parameter Estimation (source) |
v5_advanced-options | Advanced Options for `distfreereg` Package (source) |
Author(s)
Jesse Miller [aut, cre]
Maintainer: Jesse Miller <mill9116@umn.edu>
[Package distfreereg version 1.0.1 Index]