We also discuss collapsed Gibbs sampling, Pólya urn Gibbs sampling and a Pólya urn SIS scheme. Our framework allows for numerous applications, including multiplicative counting process models subject ...

Linear Regression with Non-Constant, Unknown Error Variances: Sampling Experiments with Least Squares, Weighted Least Squares and Maximum Likelihood Estimators ...

Similarly, the novel Weighted Jump Random Walk approach has addressed the common challenge of repeated sampling—enhancing both accuracy and computational efficiency [2].