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Number of items: 28.
Journal Article
Koskela, Jere, Łatuszyński, Krzysztof and Spanò, Dario (2024) Bernoulli factories and duality in Wright-Fisher and Allen-Cahn models of population genetics. Journal of Theoretical Biology, 156 . pp. 40-45. doi:10.1016/j.tpb.2024.01.002 ISSN 0022-5193.
Goncalves, Flavio, Latuszynski, Krzysztof and Roberts, Gareth O. (2023) Exact Monte Carlo likelihood-based inference for jump-diffusion processes. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 85 (3). pp. 732-756. doi:10.1093/jrsssb/qkad022 ISSN 1369-7412.
Goncalves, Flavio B., Łatuszyński, Krzysztof G. and Roberts, Gareth O. (2023) Exact Bayesian inference for diffusion-driven Cox processes. Journal of the American Statistical Association . doi:10.1080/01621459.2023.2223791 ISSN 0162-1459. (In Press)
Vats, Dootika, Gonçalves, Flavio B., Latuszynski , Krzysztof and Roberts, Gareth O. (2022) Efficient Bernoulli factory MCMC for intractable likelihoods. Biometrika, 109 (2). pp. 369-385. doi:10.1093/biomet/asab031 ISSN 0006-3444.
Morina, Giulio, Latuszynski, Krzysztof, Nayar, Piotr and Wendland, Alex (2022) From the Bernoulli factory to a dice enterprise via perfect sampling of Markov chains. Annals of Applied Probability, 32 (1). pp. 327-359. doi:10.1214/21-AAP1679 ISSN 1050-5164.
Griffin, J., Latuszynski, Krzysztof and Steel, Mark F. J. (2021) In search of lost mixing time : adaptive Markov chain Monte Carlo schemes for Bayesian variable selection with very large p. Biometrika, 108 (1). pp. 53-69. doi:10.1093/biomet/asaa055 ISSN 0006-3444.
Pompe, Emilia, Holmes, Chris and Łatuszyński, Krzysztof (2020) A framework for adaptive MCMC targeting multimodal distributions. Annals of statistics, 48 (5). pp. 2930-2952. doi:10.1214/19-AOS1916 ISSN 0090-5364.
Goncalves, Flavio B., Latuszynski, Krzysztof and Roberts, Gareth O. (2017) Barker's algorithm for Bayesian inference with intractable likelihoods. Brazilian Journal of Probability and Statistics, 31 (4). pp. 732-745. doi:10.1214/17-BJPS374 ISSN 0103-0752.
Green, Peter J., Łatuszyński, Krzysztof, Pereyra, Marcelo and Robert, Christian P. (2015) Bayesian computation : a summary of the current state, and samples backwards and forwards. Statistics and Computing, 25 (4). pp. 835-862. doi:10.1007/s11222-015-9574-5 ISSN 0960-3174.
Craiu, Radu V., Gray, Lawrence F., Łatuszyński, Krzysztof, Madras, Neal Noah, Roberts, Gareth O. and Rosenthal, Jeffrey S. (Jeffrey Seth) (2015) Stability of adversarial Markov Chains, with an application to adaptive MCMC algorithms. The Annals of Applied Probability, 25 (6). pp. 3592-3623. doi:10.1214/14-AAP1083 ISSN 1050-5164.
Łatuszyński, Krzysztof and Rosenthal, Jeffrey S. (Jeffrey Seth) (2014) The containment condition and AdapFail algorithms. Journal of Applied Probability, 51 (4). 1189-1195. doi:10.1239/jap/1421763335 ISSN 0021-9002.
Lee, Anthony and Łatuszyński, Krzysztof (2014) Variance bounding and geometric ergodicity of Markov chain Monte Carlo kernels for approximate Bayesian computation. Biometrika, Volume 101 (Number 3). pp. 655-671. doi:10.1093/biomet/asu027 ISSN 0006-3444.
Łatuszyński, Krzysztof and Roberts, Gareth O. (2013) CLTs and asymptotic variance of time-sampled Markov chains. Methodology and Computing in Applied Probability, Volume 15 (Number 1). pp. 237-247. doi:10.1007/s11009-011-9237-8 ISSN 1387-5841.
Łatuszyński, Krzysztof, Roberts, Gareth O. and Rosenthal, Jeffrey S. (Jeffrey Seth) (2013) Adaptive Gibbs samplers and related MCMC methods. Annals of Probability, 23 (1). pp. 66-98. doi:10.1214/11-AAP806 ISSN 0091-1798.
Łatuszyński, Krzysztof, Miasojedow, Blazej and Niemiro, Wojciech (2013) Nonasymptotic bounds on the estimation error of MCMC algorithms. Bernoulli, Volume 19 (Number 5a). pp. 2033-2066. doi:10.3150/12-BEJ442 ISSN 1350-7265.
Antczak, J., Horn, B., Richter, R., Bodenschatz, K., Łatuszyński, Krzysztof, Schmidt, E. W. and Jernajczyk, W. (2012) The differences in sleep profile changes under continuous positive airway pressure (CPAP) therapy between non-obese, obese and severely obese sleep apnea patients. Journal of Physiology and Pharmacology, Vol.63 (No.3). pp. 263-269. ISSN 0867-5910.
Łatuszyński, Krzysztof, Kosmidis, Ioannis, Papaspiliopoulos, Omiros and Roberts, Gareth O. (2011) Simulating events of unknown probabilities via reverse time martingales. Random Structures & Algorithms, 38 (4). pp. 441-452. doi:10.1002/rsa.20333 ISSN 1042-9832.
Łatuszyński, Krzysztof and Niemiro, Wojciech (2011) Rigorous confidence bounds for MCMC under a geometric drift condition. Journal of Complexity, Vol.27 (No.1). pp. 23-38. doi:10.1016/j.jco.2010.07.003 ISSN 0885-064X.
Bednorz, Witold, Łatuszyński, Krzysztof and Latala, Rafal (2008) A regeneration proof of the central Llmit theorem for uniformly ergodic Markov chains. Electronic communications in probability, Vol.13 . pp. 84-98. doi:10.1214/ECP.v13-1354 ISSN 1083-589X.
Book Item
Łatuszyński, Krzysztof and Wozny, Lukasz (2008) Wage differences between women and men in Polish labor market in 2004. In: Garbicz, Marek and Wojciech , Pacho, (eds.) Wzrost gospodarczy a bezrobocie i nierownosci w podziale dochodu. Warszawa: SGH. ISBN 9788273783867
Conference Item
Łatuszyński, Krzysztof (2010) The Bernoulli factory, its extensions and applications. In: IWAP 2010 5th International Workshop on Applied Probability, Madrid, Spain, 5-8 Jul 2010. Published in: Proceedings of IWAP 2010 pp. 1-5.
Łatuszyński, Krzysztof (2009) Optimal transports and c-convex functions. In: Arbeitsgemeinschaft: Optimal Transport and Geometry, Oberwolfach, Germany, 29 Mar 4 Apr 2009. Published in: Mathematisches Forschungsinstitut Oberwolfach , Vol.6 (No.2). pp. 988-990.
Łatuszyński, Krzysztof and Bednorz, Witold (2007) A regeneration proof of the central limit theorem for uniformly ergodic Markov Chains. In: 15th European Young Statisticians Meeting-EYSM, Castro Urdiales, Spain, 10-14 Sept 2007. Published in: 15th European Young Statisticians Meeting-EYSM p. 69.
Łatuszyński, Krzysztof and Niemiro, Wojciech (2006) (ε - α ) - MCMC - approximation under drift condition. In: 6th International Workshop on Rare Event Simulation (RESIM 2006), Bamberg, Germany, 9-10 Oct 2006
Working or Discussion Paper
Łatuszyński, Krzysztof, Roberts, Gareth O. and Rosenthal, Jeffrey S. (Jeffrey Seth) (2011) Adaptive Gibbs samplers and related MCMC methods. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2011 (No.3).
Łatuszyński, Krzysztof, Miasojedow, Błażej and Niemiro, Wojciech (2011) Nonasymptotic bounds on the mean square error for MCMC estimates via renewal techniques. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2011 (No.2).
Łatuszyński, Krzysztof and Rosenthal, Jeffrey S. (Jeffrey Seth) (2010) Adaptive Gibbs samplers. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Vol.2010 (No.2).
Łatuszyński, Krzysztof, Kosmidis, Ioannis, Papaspiliopoulos, Omiros and Roberts, Gareth O. (2009) Simulating events of unknown probabilities via reverse time martingales. Working Paper. Coventry: University of Warwick. Centre for Research in Statistical Methodology. Working papers, Volume 2009 (Number 30).
This list was generated on Thu Mar 28 13:16:12 2024 GMT.