pRPS

a value which indicates the observed statistic

T.obs

a vector which indicates the reference statistics

T.rep


  This function calculates p-value and relative predictive surprise (RPS) by comparing observed and reference statistics.

Bayesian Model Checking

This package provides a variety of functions to analyze and model geostatistical count data with generalized linear spatial models, including
1) simulate and visualize the data;
2) posterior sampling with robust MCMC algorithms (in serial or parallel way);
3) perform prediction for unsampled locations;
4) conduct Bayesian model checking procedure to evaluate the goodness of fitting;
5) conduct transformed residual checking procedure.
In the package, seamlessly embedded C++ programs and parallel computing techniques are implemented to speed up the computing processes.

pRPS: Calculate P-value and RPS

Description

Usage

Arguments

Value

Details

See Also

Examples