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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
21992010
Handbook of monte carlo methods
DP Kroese, T Taimre, ZI Botev
John Wiley & Sons, 2013
16832013
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
9932014
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
2952017
The cross-entropy method for optimization
ZI Botev, DP Kroese, RY Rubinstein, P L’Ecuyer
Handbook of statistics 31, 35-59, 2013
2832013
Spatial process simulation
DP Kroese, ZI Botev
Stochastic geometry, spatial statistics and random fields: Models and …, 2014
2002014
Efficient Monte Carlo simulation via the generalized splitting method
ZI Botev, DP Kroese
Statistics and Computing 22, 1-16, 2012
1452012
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
1122008
Data science and machine learning: mathematical and statistical methods
DP Kroese, Z Botev, T Taimre
Chapman and Hall/CRC, 2019
992019
Variance reduction
Z Botev, A Ridder
Wiley statsRef: Statistics reference online, 1-6, 2017
932017
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
922013
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
872013
The generalized cross entropy method, with applications to probability density estimation
ZI Botev, DP Kroese
Methodology and Computing in Applied Probability 13 (1), 1-27, 2011
752011
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
732004
Generalized cross-entropy methods with applications to rare-event simulation and optimization
ZI Botev, DP Kroese, T Taimre
Simulation 83 (11), 785-806, 2007
712007
A novel nonparametric density estimator
ZI Botev
582006
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
262015
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
232016
Non-asymptotic bandwidth selection for density estimation of discrete data
ZI Botev, DP Kroese
Methodology and Computing in Applied Probability 10 (3), 435-451, 2008
232008
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