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Juan Juan Cai
Juan Juan Cai
Associate professor of statistics, Vrije Universiteit Amsterdam
Verified email at vu.nl
Title
Cited by
Cited by
Year
Estimation of the marginal expected shortfall: the mean when a related variable is extreme
JJ Cai, JHJ Einmahl, L Haan, C Zhou
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2015
1232015
Bias correction in extreme value statistics with index around zero
JJ Cai, L de Haan, C Zhou
Extremes 16, 173-201, 2013
582013
Estimation of extreme risk regions under multivariate regular variation
JJ Cai, JHJ Einmahl, L De Haan
532011
Gradient boosting for extreme quantile regression
J Velthoen, C Dombry, JJ Cai, S Engelke
Extremes 26 (4), 639-667, 2023
432023
Estimating the age of Risso’s dolphins ( Grampus griseus ) based on skin appearance
KL Hartman, A Wittich, JJ Cai, FH Van Der Meulen, JMN Azevedo
Journal of Mammalogy 97 (2), 490-502, 2016
352016
Improving precipitation forecasts using extreme quantile regression
J Velthoen, JJ Cai, G Jongbloed, M Schmeits
Extremes 22, 599-622, 2019
242019
A high quantile estimator based on the log-generalized Weibull tail limit
C de Valk, JJ Cai
Econometrics and statistics 6, 107-128, 2018
202018
Estimation of the marginal expected shortfall under asymptotic independence
JJ Cai, E Musta
Scandinavian Journal of Statistics 47 (1), 56-83, 2020
142020
Environmental data: multivariate extreme value theory in practice
JJ Cai, AL Fougères, C Mercadier
Journal de la Société Française de Statistique 154 (2), 178-199, 2013
122013
A nonparametric estimator of the extremal index
JJ Cai
arXiv preprint arXiv:1911.06674, 2019
82019
Nonlinear wavelet density estimation for truncated and dependent observations
JJ Cai, HY Liang
International Journal of Wavelets, Multiresolution and Information …, 2011
82011
Parametric and non-parametric estimation of extreme earthquake event: the joint tail inference for mainshocks and aftershocks
JJ Cai, P Wan, G Ozel
Extremes 24, 199-214, 2021
72021
Estimation concerning risk under extreme value conditions
JJ Cai
CentER, Tilburg University, 2012
32012
Forward variable selection for random forest models
J Velthoen, JJ Cai, G Jongbloed
Journal of Applied Statistics 50 (13), 2836-2856, 2023
22023
Statistical inference on condition and estimation of the Extremal Index
JJ Cai
arXiv preprint arXiv:1911.06674, 2019
22019
Characterizing temporal bipartite networks-sequential-versus cross-tasking
LJJM Peters, JJ Cai, H Wang
Complex Networks and Their Applications VII: Volume 2 Proceedings The 7th …, 2019
22019
Modified marginal expected shortfall under asymptotic dependence
JJ Cai, V Chavez-Demoulin, A Guillou
Biometrika 104 (1), 243-249, 2017
22017
Interpretable random forest models through forward variable selection
J Velthoen, JJ Cai, G Jongbloed
arXiv preprint arXiv:2005.05113, 2020
12020
Lecture 1-Introduction and the Empirical CDF
JJ Cai
2015
Report of the Editors—2007 CP Robert and ATA Wood 1 Regression analysis based on semicompeting risks data J.-J. Hsieh, W. Wang and AA Ding 3 The analysis of randomized …
M Cruyff, A van den Hout, PGM van der Heijden, MI Gomes, L de Haan, ...
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