BMCT

a vector which indicates the observed data set

Y.obs

a matrix which indicates the reference data sets

Y.rep

a function which defines the dignostic statistic

funcT

a logical value which indicates whether plot the dignostic statistics

ifplot


  This function conducts Bayesian model checking by comparing observed and reference data sets and reveals the result via "p-value" and "RPS" (as well as the plot).
  

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.

BMCT: Perform Bayesian Model Checking

Description

Usage

Arguments

Value

See Also

Examples