Linlin Yuan

MCMC Sampling Estimation of Poisson-Dirichlet Process Mixture Models

2021 · Mathematical Problems in Engineering

In this article, we aim to estimate the parameters of Poisson-Dirichlet mixture model with multigroup data structure by empirical Bayes. The number of mixture components with Bayesian nonparametric process priors is not fixed in advance …

Blockchain-based carbon allowance trading market construction

2021 · 2021 IEEE Sustainable Power and Energy Conference (iSPEC)

In order to successfully achieve the goal of “carbon peak and carbon neutrality” and to more effectively promote carbon emission reduction, this article starts from the power industry and proposes a carbon allowance trading scheme …