Sampler.hpp File Reference

Abstract base class for MCMC sampling algorithms. More...

#include "Data.hpp"
#include "Likelihood.hpp"
#include "Params.hpp"
#include "Process.hpp"
#include <random>
#include <Rcpp.h>
#include <algorithm>
#include <Eigen/Dense>

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Classes
class	Sampler
	Abstract base class for MCMC sampler implementations. More...

Detailed Description

Abstract base class for MCMC sampling algorithms.

This file defines the abstract Sampler base class that provides a unified interface for different MCMC sampling strategies (Neal3, SplitMerge, SAMS). It establishes the common framework for Bayesian nonparametric clustering with different algorithmic approaches.

Author

Filippo Galli

Date

2025