Bootstrap-Based Goodness-of-Fit Tests for Parametric Regression


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Documentation for package ‘gofreg’ version 1.0.0

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CondKolmbXY Conditional Kolmogorov test statistic for the joint distribution of (beta^T X,Y)
CondKolmXY Conditional Kolmogorov test statistic for the joint distribution of (X,Y)
CondKolmY Conditional Kolmogorov test statistic for the marginal distribution of Y
CondKolmY_RCM Conditional Kolmogorov test statistic for the marginal distribution of Y under random censorship
ExpGLM Generalized linear model with exponential distribution
GammaGLM Generalized linear model with gamma distribution
GLM Generalized linear model (abstract class)
GLM.new Create GLM object with specific distribution family
GOFTest Goodness-of-fit test for parametric regression
loglik_xy Negative log-likelihood function for a parametric regression model
loglik_xzd Negative log-likelihood function for a parametric regression model under random censorship
MEP Marked empirical process test statistic for a given GLM
NegBinomGLM Generalized linear model with negative binomial distribution
NormalGLM Generalized linear model with normal distribution
ParamRegrModel Parametric regression model (abstract class)
resample_param Parametric resampling scheme for a parametric regression model
resample_param_cens Parametric resampling scheme for a parametric regression model under random censorship
resample_param_rsmplx Parametric resampling scheme for a parametric regression model with resampling of covariates
SICM Simulated integrated conditional moment test statistic
TestStatistic Test Statistic for parametric regression models (abstract class)
WeibullGLM Generalized linear model with Weibull distribution