5 citations · 10 across the 2 of their papers we have counts for
2 papers
stat.ME2009★ 5 cited
Nonasymptotic bounds on the estimation error for regenerative MCMC algorithms
Krzysztof Latuszynski, Blazej Miasojedow, Wojciech Niemiro
MCMC methods are used in Bayesian statistics not only to sample from posterior distributions but also to estimate expectations. Underlying functions are most often defined on a con…
stat.ME2009★ 5 cited
Regeneration and Fixed-Width Analysis of Markov Chain Monte Carlo Algorithms
Krzysztof Latuszynski
In the thesis we take the split chain approach to analyzing Markov chains and use it to establish fixed-width results for estimators obtained via Markov chain Monte Carlo procedure…