Global Adaptive Generative Adjustment Algorithm for Generalized Linear Models

Documentation for package ‘GAGAs’ version 0.5.1

cal.acc	Calculate ACC for classification, the inputs must be characters
cal.cindex	compute C index for a Cox model
cal.w.acc	Calculate the weighted ACC of the classification, the inputs must be characters
cox_GAGA	Fit a Cox model via the GAGA algorithm.
cpp_COX_gaga	Fit a Cox model via the GAGA algorithm using cpp.
cpp_logistic_gaga	Fit a logistic model via the Global Adaptive Generative Adjustment algorithm using cpp
cpp_multinomial_gaga	Fit a multinomial model via the GAGA algorithm using cpp
cpp_poisson_gaga	Fit a poisson model via the GAGA algorithm using cpp
GAGAs	GAGAs: A package for fiting a GLM with GAGA algorithm
LM_GAGA	Fit a linear model via the GAGA algorithm
logistic_GAGA	Fit a logistic model via the Global Adaptive Generative Adjustment algorithm
multinomial_GAGA	Fit a multinomial model via the GAGA algorithm
poisson_GAGA	Fit a Poisson model via the GAGA algorithm
predict.GAGA	Get predictions from a GAGA fit object
predict_cox_GAGA	Get predictions from a GAGA cox model fit object
predict_LM_GAGA	Get predictions from a GAGA linear model fit object
predict_logistic_GAGA	Get predictions from a GAGA logistic model fit object
predict_multinomial_GAGA	Get predictions from a GAGA multinomial model fit object
predict_poisson_GAGA	Get predictions from a GAGA poisson model fit object
rcpp_lm_gaga	Fit a linear model via the GAGA algorithm using cpp.