Restricted Statistical Estimation and Inference for Linear Models


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Documentation for package ‘restriktor’ version 0.5-80

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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_est.list GORIC(A) Evidence synthesis
evSyn_ICvalues.list GORIC(A) Evidence synthesis
evSyn_ICweights.list GORIC(A) Evidence synthesis
evSyn_LL.list 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)