Bayesian Prediction with High-order Interactions

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Documentation for package ‘BPHO’ version 1.2-5

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begin.BPHO User-level functions for compressing parameters, training the models with MCMC, and making predictions for test cases
calc_medians_betas Functions related to Markov chain sampling
compress Functions related to parameter compression
compression Functions related to parameter compression
comp_train_pred User-level functions for compressing parameters, training the models with MCMC, and making predictions for test cases
cv_comp_train_pred User-level functions for compressing parameters, training the models with MCMC, and making predictions for test cases
display_a_beta Functions related to Markov chain sampling
display_mc Functions related to Markov chain sampling
display_ptn Functions related to parameter compression
evaluate_prediction Functions related to prediction
gendata Functions for generating data sets
gen_bin_ho Functions for generating data sets
gen_hmm Functions for generating data sets
gen_X Functions for generating data sets
prediction Functions related to prediction
predict_bpho Functions related to prediction
read_betas Functions related to Markov chain sampling
read_mc Functions related to Markov chain sampling
split_cauchy Functions related to prediction
text_to_3number Functions for generating data sets
text_to_number Functions for generating data sets
training Functions related to Markov chain sampling