Hypothesis Testing for Dependent Variables with Unbalanced Data

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Documentation for package ‘HTDV’ version 0.2.0

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

Help Pages

htdv_bf	Bridge-Sampling Bayes Factor
htdv_boot	Block Bootstrap with Automatic Block Length
htdv_composite	Composite Log-Likelihood for Dependent Data
htdv_conformal	Adaptive Conformal Inference for Dependent Data
htdv_diagnostics	MCMC Diagnostics for htdv_fit Objects
htdv_empirical_benchmarks	HTDV Empirical Benchmarks Against Published References
htdv_envelope	Berger-Robust Envelope Posterior
htdv_equivalence_constants	Numerical Constants for TAC/WSC/MPC Metric Equivalence
htdv_fit	Hierarchical Bayesian Fit for Dependent Variables
htdv_fixedb	Fixed-Bandwidth HAR Inference (Kiefer-Vogelsang 2005)
htdv_lrv	Long-Run Variance Estimation (HAC)
htdv_mpc	Hierarchical Bayesian Fit for Dependent Variables
htdv_ppc	Posterior-Predictive Checks on Dependence Statistics
htdv_rope	Region-of-Practical-Equivalence (ROPE) Decision
htdv_simstudy	Factorial Monte Carlo Simulation Study for Dependent-Unbalanced Data
htdv_simstudy_summary	Aggregate a Simulation-Study Output
htdv_simstudy_warnings	Flag Simulation-Study Cells in the Limit-of-Identification Zone
htdv_sim_summary	Aggregated Output of the HTDV Factorial Simulation Study
htdv_stack	Predictive Stacking of Bayesian Models
htdv_summary	Print-Friendly Summary for an HTDV Fit
htdv_tac	Hierarchical Bayesian Fit for Dependent Variables
htdv_waic_lfo	WAIC and Leave-Future-Out Cross-Validation
htdv_whittle	Whittle Likelihood for Stationary Series
htdv_wsc	Hierarchical Bayesian Fit for Dependent Variables