An Extension of 'Tidymodels' Supporting Offset Terms


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Documentation for package ‘offsetreg’ version 1.1.0

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boost_tree_offset Boosted Poisson Trees with Offsets
decision_tree_exposure Poisson Decision Trees with Exposures
glmnet_offset Fit Penalized Generalized Linear Models with an Offset
glm_offset Fit Generalized Linear Models with an Offset
poisson_reg_offset Poisson regression models with offsets
rpart_exposure Poisson Recursive Partitioning and Regression Trees with Exposures
us_deaths United States Deaths 2011-2020
xgb_predict_offset Boosted Poisson Trees with Offsets via 'xgboost'
xgb_train_offset Boosted Poisson Trees with Offsets via 'xgboost'