Package index • bootGOF

GOF-tests

GOF_model(): Convenience function for creating a GOF-test for statistical models

GOF_model_test: R6 Class representing the Goodness-of-Fit test for (linear) models.

Statistics for the marked empiricial process

Rn1_statistic: R6 Class representing statistics for marked empirical processes

Rn1_CvM: Cramer-von-Mises-statistic for marked empirical process

Rn1_KS: Kolmogorov-Smirnov-statistic for marked empirical process

Class that holds the bootstrap resampling schema

GOF_model_resample: R6 Class representing the resampling scheme for Goodness-of-fit-tests for (linear) models

Classes for generating/resampling dependent variable

GOF_model_simulator: R6 Class representing a generator/resample of the dependent variable

GOF_glm_sim_param: Implements the "interface" GOF_model_simulator for for generalized linear models

GOF_lm_sim_param: Implements the "interface" GOF_model_simulator for for linear models

GOF_sim_wild_rademacher: Implements the "interface" GOF_model_simulator in a semi-parametric fashion

Classes for refitting a model

GOF_model_trainer: R6 Class representing a trainer for fitting models

GOF_glm_trainer: Implements the "interface" GOF_model_trainer for for generalized linear models

GOF_lm_trainer: Implements the "interface" GOF_model_trainer for for linear models

Classes extracting information from a model

GOF_model_info_extractor: R6 Class representing model information

GOF_glm_info_extractor: Implements the "interface" GOF_model_info_extractor for for generalized linear models

GOF_lm_info_extractor: Implements the "interface" GOF_model_info_extractor for linear models