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restriktor (version 0.2-800)

Restricted Statistical Estimation and Inference for Linear Models

Description

Allow for easy-to-use testing or evaluating of linear equality and inequality restrictions about parameters and effects in (generalized) linear statistical models.

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Version

Install

install.packages('restriktor')

Monthly Downloads

1,282

Version

0.2-800

License

GPL (>= 2)

Maintainer

Leonard Vanbrabant

Last Published

February 25th, 2020

Functions in restriktor (0.2-800)

conTestWald

Wald-bar test for robust iht

Burns

Relation between the response variable PTSS and gender, age, TBSA, guilt and anger.

Hurricanes

The Hurricanes Dataset

conTest

function for informative hypothesis testing (iht)

conTestC

one-sided t-test for iht

conTestScore

Score-bar test for iht

AngerManagement

Reduction of aggression levels Dataset (4 treatment groups)

conTestLRT

Likelihood-ratio-bar test for iht

ZelazoKolb1972

"Walking" in the newborn (4 treatment groups)

Exam

Relation between exam scores and study hours, anxiety scores and average point scores.

conTestF

F-bar test for iht

restriktor-methods

Methods for restriktor

conTest-methods

Methods for conTest

con_weights_boot

function for computing the chi-bar-square weights based on Monte Carlo simulation.

goric

Generalized Order-Restrikted Information Criterion (Approximation) Weights

conTest_ceq

Tests for iht with equality constraints only

conTest_summary

function for computing all available hypothesis tests

restriktor-package

Package for equality and inequality restricted estimation and hypothesis testing

restriktor

Estimating linear regression models with (in)equality restrictions