JC
Juan-Juan Cai
stat.MEmath.STstat.THstat.APcorrelated covariatesCOVID-19COVID-19 VaccinesCRPSCt valuesforward selection
On Valency
published · living versionsW_dxrzu57y·v1 · currentpublished
Estimation of extreme risk regions under multivariate regular variation
with John H. J. Einmahl, Laurens de Haan
1 version
Preprints & journals
10 papers in the corpus · 2012–2026Causal Inference for Heterogeneous Extreme Quantiles with Heavy-Tailed Outcomes2609.03933v1 · Xiaorui Wang, Juan-Juan Cai, Huixia Judy Wang et al.2026 · 0 citationsarXiv
Estimating the effect of COVID-19 vaccination and prior infection on cycle threshold values as a proxy of SARS-CoV-2 viral load.39662741 · Andeweg, Stijn P, van de Kassteele, Jan, Wang, Xiaorui et al.2025 · 3 citationsInternational journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases. 2025;153:107362
Forward variable selection for random forest models.37720244 · Velthoen, Jasper, Cai, Juan-Juan, Jongbloed, Geurt2023 · 7 citationsJournal of applied statistics. 2023;50(13):2836-2856
Gradient boosting for extreme quantile regression2103.00808v2 · Jasper Velthoen, Cl'ement Dombry, Juan-Juan Cai et al.2021 · 124 citationsarXiv
Interpretable random forest models through forward variable selection2005.05113v1 · Jasper Velthoen, Juan-Juan Cai, Geurt Jongbloed2020 · 2 citationsarXiv
Statistical inference on condition and estimation of the Extremal Index1911.06674v3 · Juan Juan Cai2019 · 0 citationsarXiv
Parametric and non-parametric estimation of extreme earthquake event: the joint tail inference for mainshocks and aftershocks1906.06882v1 · Juan-Juan Cai, Phyllis Wan, Gamze Ozel2019 · 6 citationsarXiv
Improving precipitation forecasts using extreme quantile regression1806.05429v2 · Jasper Velthoen, Juan-Juan Cai, Geurt Jongbloed et al.2018 · 23 citationsarXiv
Estimation of the marginal expected shortfall under asymptotic independence1709.04285v1 · Juan-Juan Cai, Eni Musta2017 · 19 citationsarXiv
Estimation of extreme risk regions under multivariate regular variation1211.5239v1 · Juan-Juan Cai, John H. J. Einmahl, Laurens de Haan2012 · 50 citationsAnnals of Statistics 2011, Vol. 39, No. 3, 1803-1826on Valency
Career total: 28 works. 10 are in this corpus.
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