Contract-First Bayesian Workflows for Hierarchical Behavioural Data

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Documentation for package ‘gp3bayes’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

assess_binary_prior_sensitivity	Assess Binary Prior Sensitivity
assess_duration_prior_sensitivity	Assess Duration Prior Sensitivity
audit_model_readiness	Audit Data Readiness for an Approved Model Contract
build_model_formula	Build an Approved Model Formula
check_binary_posterior_predictive	Check Binary Posterior Predictive Behaviour
check_binary_prior_predictive	Check Binary Prior Predictive Behaviour
check_duration_posterior_predictive	Check Duration Posterior Predictive Behaviour
check_duration_prior_predictive	Check Duration Prior Predictive Behaviour
create_binary_model_report	Create a Structured Binary Model Report
create_duration_model_report	Create a Structured Duration Model Report
create_model_contract	Create an Approved Bayesian Model Contract
create_model_specification	Create a Complete Model Specification
create_prior_specification	Create a Backend-Independent Prior Specification
diagnose_binary_fit	Diagnose a Fitted Binary Model
diagnose_duration_fit	Diagnose a Fitted Duration Model
fit_binary_model	Fit an Approved Hierarchical Binary Model
fit_duration_model	Fit an Approved Hierarchical Lognormal Duration Model
plot_sampling_diagnostics	Plot Sampling Diagnostics
prepare_hierarchical_binary_data	Prepare Hierarchical Binary Data
prepare_hierarchical_duration_data	Prepare Hierarchical Duration Data
run_binary_recovery	Run Binary Parameter Recovery
run_duration_recovery	Run Duration Parameter Recovery
simulate_hierarchical_binary_data	Simulate Hierarchical Binary Data
simulate_hierarchical_duration_data	Simulate Hierarchical Lognormal Duration Data
specify_binary_model	Specify a Backend-Independent Binary Model
specify_duration_model	Specify a Backend-Independent Duration Model
summarise_binary_posterior	Summarise a Binary Posterior
summarise_duration_posterior	Summarise a Duration Posterior
translate_binary_model_to_brms	Translate a Binary Model Specification to brms
translate_duration_model_to_brms	Translate a Duration Model Specification to brms
validate_prior_specification	Validate a Prior Specification