Browsing: Theoretical Statistics

The success of Bayesian inference using MCMC is highly dependent on whether the Markov chain rapidly reaches the posterior distribution.…

[Submitted on 23 Dec 2021 (v1), last revised 31 May 2023 (this version, v3)] Download the PDF of the paper…

[Submitted on 5 Apr 2020 (v1), last revised 30 May 2023 (this version, v4)] Download the PDF of the paper…

[Submitted on 29 Mar 2019 (v1), last revised 31 May 2023 (this version, v5)] Download the PDF of the paper…

The purpose of magnetic relaxometry imaging is to measure the relaxation of the superimposed magnetic field generated by the nanoparticles…

In this work, we study the domain adaptation problem with label shifting. In the label shift context, the marginal distributions…

Over the past decades, macroecology has identified large-scale patterns of abundance and diversity in microbial communities and put forward several…

[Submitted on 23 May 2023 (v1), last revised 30 May 2023 (this version, v2)] Download the PDF of the paper…

[Submitted on 30 May 2023] Download the PDF of the paper titled Bayesian Joint quantile autoregression by Jorge Castillo-Mateo (1)…

[Submitted on 5 Oct 2021 (v1), last revised 27 May 2023 (this version, v2)] Download the PDF of the paper…