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restriktor (version 0.2-15)

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

3,306

Version

0.2-15

License

GPL (>= 2)

Maintainer

Leonard Vanbrabant

Last Published

May 24th, 2019

Functions in restriktor (0.2-15)

restriktor-methods

Methods for restriktor

restriktor-package

Package for equality and inequality restricted estimation and hypothesis testing

conTest-methods

Methods for conTest

conTest_summary

function for computing all available hypothesis tests

restriktor

Estimating linear regression models with (in)equality restrictions

goric

Generalized Order-Restrikted Information Criterion (Approximation) Weights

con_weights_boot

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

conTestC

one-sided t-test for iht

conTest_ceq

Tests for iht with equality constraints only

conTestF

F-bar test for iht

conTestLRT

Likelihood-ratio-bar test for iht

conTestScore

Score-bar test for iht

AngerManagement

Reduction of aggression levels Dataset (4 treatment groups)

Burns

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

conTestWald

Wald-bar test for robust iht

Exam

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

conTest

function for informative hypothesis testing (iht)

Hurricanes

The Hurricanes Dataset

ZelazoKolb1972

"Walking" in the newborn (4 treatment groups)