# Restricted Statistical Estimation and Inference for Linear Models

## Documentation for package ‘restriktor’ version 0.6-10

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

restriktor-package | Package for equality and inequality restricted estimation, model selection and hypothesis testing
AngerManagement | Reduction of aggression levels Dataset (4 treatment groups)
benchmark | Benchmark Functions for GORIC(A) Analysis
benchmark_asymp | Benchmark Functions for GORIC(A) Analysis
benchmark_means | Benchmark Functions for GORIC(A) Analysis
bootstrapD | Bootstrapping a Lavaan Model
Burns | Relation between the response variable PTSS and gender, age, TBSA, guilt and anger.
calculate_IC_weights | Calculating IC weights based on IC values (AIC, ORIC, GORIC(A), BIC, SIC, ...)
calc_ICweights | Calculating IC weights based on IC values (AIC, ORIC, GORIC(A), BIC, SIC, ...)
coef.con_goric | Generalized Order-Restricted Information Criterion (Approximation) Weights
coef.restriktor | Methods for restriktor
conGLM.glm | Estimating linear regression models with (in)equality restrictions
conLM.lm | Estimating linear regression models with (in)equality restrictions
conMLM.mlm | Estimating linear regression models with (in)equality restrictions
conRLM.rlm | Estimating linear regression models with (in)equality restrictions
conTest | function for informative hypothesis testing (iht)
contest | function for informative hypothesis testing (iht)
conTest-methods | Methods for iht
conTestC | one-sided t-test for iht
conTestC.restriktor | one-sided t-test for iht
conTestD | function for informative hypothesis testing (iht)
contestD | function for informative hypothesis testing (iht)
conTestF | F-bar test for iht
conTestF.conGLM | F-bar test for iht
conTestF.conLM | F-bar test for iht
conTestF.conRLM | F-bar test for iht
conTestLRT | Likelihood-ratio-bar test for iht
conTestLRT.conGLM | Likelihood-ratio-bar test for iht
conTestLRT.conLM | Likelihood-ratio-bar test for iht
conTestLRT.conMLM | Likelihood-ratio-bar test for iht
conTestScore | Score-bar test for iht
conTestScore.conGLM | Score-bar test for iht
conTestScore.conLM | Score-bar test for iht
conTestScore.conRLM | Score-bar test for iht
conTestWald | Wald-bar test for robust iht
conTestWald.conRLM | Wald-bar test for robust iht
conTest_ceq | Tests for iht with equality constraints only
conTest_ceq.conGLM | Tests for iht with equality constraints only
conTest_ceq.conLM | Tests for iht with equality constraints only
conTest_ceq.conRLM | Tests for iht with equality constraints only
conTest_summary | function for computing all available hypothesis tests
conTest_summary.restriktor | function for computing all available hypothesis tests
con_weights_boot | function for computing the chi-bar-square weights based on Monte Carlo simulation.
evSyn | GORIC(A) Evidence synthesis
evsyn | GORIC(A) Evidence synthesis
evSyn_escalc | GORIC(A) Evidence synthesis
evSyn_est | GORIC(A) Evidence synthesis
evSyn_gorica | GORIC(A) Evidence synthesis
evSyn_ICratios | GORIC(A) Evidence synthesis
evSyn_ICvalues | GORIC(A) Evidence synthesis
evSyn_ICweights | GORIC(A) Evidence synthesis
evSyn_LL | GORIC(A) Evidence synthesis
Exam | Relation between exam scores and study hours, anxiety scores and average point scores.
FacialBurns | Dataset for illustrating the conTest_conLavaan function.
goric | Generalized Order-Restricted Information Criterion (Approximation) Weights
goric.CTmeta | Generalized Order-Restricted Information Criterion (Approximation) Weights
goric.default | Generalized Order-Restricted Information Criterion (Approximation) Weights
goric.lavaan | Generalized Order-Restricted Information Criterion (Approximation) Weights
goric.lm | Generalized Order-Restricted Information Criterion (Approximation) Weights
goric.numeric | Generalized Order-Restricted Information Criterion (Approximation) Weights
goric.rma | Generalized Order-Restricted Information Criterion (Approximation) Weights
Hurricanes | The Hurricanes Dataset
IC_weights | Calculating IC weights based on IC values (AIC, ORIC, GORIC(A), BIC, SIC, ...)
iht | function for informative hypothesis testing (iht)
iht-methods | Methods for iht
iht_summary | function for computing all available hypothesis tests
logLik.restriktor | Methods for restriktor
model.matrix.restriktor | Methods for restriktor
myGORICs | An example of IC values
myLLs | An example of log-likelihood (LL) values
myPTs | An example of penalty (PT) values
plot.benchmark | Benchmark Functions for GORIC(A) Analysis
plot.evSyn | GORIC(A) Evidence synthesis
print.benchmark | Benchmark Functions for GORIC(A) Analysis
print.conTest | Methods for iht
print.conTestLavaan | Bootstrapping a Lavaan Model
print.con_goric | Generalized Order-Restricted Information Criterion (Approximation) Weights
print.evSyn | GORIC(A) Evidence synthesis
print.goric_ICw | Calculating IC weights based on IC values (AIC, ORIC, GORIC(A), BIC, SIC, ...)
print.restriktor | Methods for restriktor
print.summary.evSyn | GORIC(A) Evidence synthesis
print.summary.restriktor | Methods for restriktor
restriktor | Estimating linear regression models with (in)equality restrictions
restriktor-methods | Methods for restriktor
summary.con_goric | Generalized Order-Restricted Information Criterion (Approximation) Weights
summary.evSyn | GORIC(A) Evidence synthesis
summary.restriktor | Methods for restriktor
ZelazoKolb1972 | "Walking" in the newborn (4 treatment groups)