Function reference • bmoe

All functions

apply_relabelling() table_permutations(): Apply Relabelling Scheme to bmoe

visualise_allocations_with_response_data() visualise_allocation_data() visualise_response_data(): Visualise Posterior Group Membership, Ordered by Rank

bmoe_prior() bmoe_jags_n() bmoe_inits(): Bayesian MoE (bmoe) Arguments

calculate_pointwise_log_lik() calculate_log_lik() calculate_component_samples() calculate_x_regr() calculate_posterior_y_mean() calculate_posterior_y_sd(): Deprecated Functions

extract_allocated_y_posterior_mean() extract_allocated_y_posterior_sd(): Extract Allocated Quantities from Model Fit

extract_x_regr() extract_x_wt() extract_y(): Extract Data from Model Fit

extract_y_posterior_mean() extract_y_posterior_sd() extract_allocation_probs() extract_allocation_samples(): Extract Generated Quantities from Model Fit

extract_log_lik() extract_pointwise_log_lik() extract_componentwise_pointwise_log_lik(): Extract Log Likelihood from Model Fit

bmoe-package: Bayesian Mixture of Experts Package

autoplot(<bmoe_fit>): List of MoE Analysis Plot Objects

.set_bmoe_render_options(): Functions used in Analysis Report

bmoe(): Bayesian Mixture of Experts Linear Regression.

bmoe_array() print(<bmoe_array>) tidy(<bmoe_array>): MCMC Array Type

boys_henderson_2002(): Relabelling Algorithm, Boys & Henderson (2002)

component_allocation_visualisation(): Visualise Component Allocation

example_bmoe_fit(): Example Bayesian Mixture of Experts Model Fit

extract_draws(): Extract Posterior Samples from Bayesian Mixture of Experts

get_names_from_bmoe_fit(): Get Human Readable Names

pmap_bmoe_array(): Apply function to each MCMC Draw

predict(<bmoe_fit>): Prediction for Bayesian Mixture of Expert Fits

printer_tabset(): Print Tabsets (via knitr::knit_print)

render_bmoe_fit(): Render Analysis Report

example_simulate_bmoe() example_label_switching_bmoe() simulate_bmoe(): Simulate Mixture of Experts Linear Regression

simulate_multilogit(): Multinomial Logit Simulation

softmax(): Softmax Function

subset_bmoe(): Subset MCMC Output

sweep_ref_vals(): Sweep Out Reference Values