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1

Bayesian computation: a summary of the current state, and samples backwards and forwards

Green, Peter J., Łatuszyński, Krzysztof, Pereyra, Marcelo, Robert, Christian P.

Journal:

Statistics and Computing

Year:

2015

Language:

english

File:

PDF, 1.43 MB

english, 2015

2

Rigorous confidence bounds for MCMC under a geometric drift condition

Krzysztof Łatuszyński, Wojciech Niemiro

Journal:

Journal of Complexity

Year:

2011

Language:

english

File:

PDF, 295 KB

english, 2011

3

The Containment Condition and Adapfail Algorithms

Łatuszyński, Krzysztof, Rosenthal, Jeffrey S.

Journal:

Journal of Applied Probability

Year:

2014

Language:

english

File:

PDF, 86 KB

english, 2014

4

Barker’s algorithm for Bayesian inference with intractable likelihoods

Gonçalves, Flávio B., Łatuszyński, Krzysztof, Roberts, Gareth O.

Journal:

Brazilian Journal of Probability and Statistics

Year:

2017

Language:

english

File:

PDF, 212 KB

english, 2017

5

A Few Remarks on "Fixed-Width Output Analysis for Markov Chain Monte Carlo" by Jones et al

Witold Bednorz and Krzysztof Łatuszyński

Journal:

Journal of the American Statistical Association

Year:

2007

Language:

english

File:

PDF, 270 KB

english, 2007

6

CLTs and Asymptotic Variance of Time-Sampled Markov Chains

Krzysztof Łatuszyński…

Journal:

Methodology and Computing in Applied Probability

Year:

2013

Language:

english

File:

PDF, 309 KB

english, 2013

7

Nonasymptotic bounds on the estimation error of MCMC algorithms

Łatuszyński, Krzysztof, Miasojedow, Błażej, Niemiro, Wojciech

Journal:

Year:

2013

Language:

english

File:

PDF, 360 KB

english, 2013

8

Simulating events of unknown probabilities via reverse time martingales

Krzysztof Łatuszyński, Ioannis Kosmidis, Omiros Papaspiliopoulos, Gareth O. Roberts

Journal:

Random Structures & Algorithms

Year:

2011

Language:

english

File:

PDF, 140 KB

english, 2011

9

Adaptive Gibbs samplers and related MCMC methods

Łatuszyński, Krzysztof, Roberts, Gareth O., Rosenthal, Jeffrey S.

Journal:

The Annals of Applied Probability

Year:

2013

Language:

english

File:

PDF, 336 KB

english, 2013

10

Stability of adversarial Markov chains, with an application to adaptive MCMC algorithms

Craiu, Radu V., Gray, Lawrence, Łatuszyński, Krzysztof, Madras, Neal, Roberts, Gareth O., Rosenthal, Jeffrey S.

Journal:

The Annals of Applied Probability

Year:

2015

Language:

english

File:

PDF, 503 KB

english, 2015

11

A Few Remarks on “Fixed-Width Output Analysis for Markov Chain Monte Carlo” by Jones et al

Bednorz, Witold, LatuszyŃski, Krzysztof

Journal:

Journal of the American Statistical Association

Year:

2007

Language:

english

File:

PDF, 184 KB

english, 2007

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