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Zdravko Botev
Zdravko Botev
UNSW Sydney
Verified email at unsw.edu.au - Homepage
Title
Cited by
Cited by
Year
Kernel density estimation via diffusion
ZI Botev, JF Grotowski, DP Kroese
21622010
Handbook of monte carlo methods
DP Kroese, T Taimre, ZI Botev
John Wiley & Sons, 2013
16362013
Why the Monte Carlo method is so important today
DP Kroese, T Brereton, T Taimre, ZI Botev
Wiley Interdisciplinary Reviews: Computational Statistics 6 (6), 386-392, 2014
9242014
The normal law under linear restrictions: simulation and estimation via minimax tilting
ZI Botev
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2017
2752017
The cross-entropy method for optimization
ZI Botev, DP Kroese, RY Rubinstein, P L’Ecuyer
Handbook of statistics 31, 35-59, 2013
2632013
Efficient Monte Carlo simulation via the generalized splitting method
ZI Botev, DP Kroese
Statistics and Computing 22, 1-16, 2012
1402012
Spatial process simulation
DP Kroese, ZI Botev
Stochastic geometry, spatial statistics and random fields: Models and …, 2014
1292014
An efficient algorithm for rare-event probability estimation, combinatorial optimization, and counting
ZI Botev, DP Kroese
Methodology and Computing in Applied Probability 10, 471-505, 2008
1102008
Data science and machine learning: mathematical and statistical methods
DP Kroese, Z Botev, T Taimre
Chapman and Hall/CRC, 2019
912019
Static network reliability estimation via generalized splitting
ZI Botev, P L'Ecuyer, G Rubino, R Simard, B Tuffin
INFORMS Journal on Computing 25 (1), 56-71, 2013
892013
Variance reduction
Z Botev, A Ridder
Wiley statsRef: Statistics reference online, 1-6, 2017
872017
Markov chain importance sampling with applications to rare event probability estimation
ZI Botev, P L’Ecuyer, B Tuffin
Statistics and Computing 23, 271-285, 2013
852013
Global likelihood optimization via the cross-entropy method with an application to mixture models
Z Botev, DP Kroese
Proceedings of the 2004 Winter Simulation Conference, 2004. 1, 2004
752004
The generalized cross entropy method, with applications to probability density estimation
ZI Botev, DP Kroese
Methodology and Computing in Applied Probability 13, 1-27, 2011
742011
Spatial process generation
DP Kroese, ZI Botev
arXiv preprint arXiv:1308.0399, 2013
722013
Generalized cross-entropy methods with applications to rare-event simulation and optimization
ZI Botev, DP Kroese, T Taimre
Simulation 83 (11), 785-806, 2007
692007
A novel nonparametric density estimator
ZI Botev
592006
Nonparametric density estimation via diffusion mixing
ZI Botev
312007
Efficient probability estimation and simulation of the truncated multivariate student-t distribution
ZI Botev, P L'Ecuyer
2015 Winter Simulation Conference (WSC), 380-391, 2015
252015
Static network reliability estimation under the Marshall-Olkin copula
ZI Botev, P L'Ecuyer, R Simard, B Tuffin
ACM Transactions on Modeling and Computer Simulation (TOMACS) 26 (2), 1-28, 2016
222016
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