Equi-energy sampler with applications in statistical inference and statistical mechanics

S. C. Kou, Qing Zhou, Wing Hung Wong

We introduce a new sampling algorithm, the equi-energy sampler, for efficient statistical sampling and estimation. Complementary to the widely used temperature-domain methods, the…