The Annals of Statistics
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Published By Institute Of Mathematical Statistics

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scholarly journals Extreme conditional expectile estimation in heavy-tailed heteroscedastic regression models

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
Stéphane Girard ◽  
Gilles Stupfler ◽  
Antoine Usseglio-Carleve
Keyword(s):  
Regression Models ◽  
Heteroscedastic Regression ◽  
Heavy Tailed

scholarly journals Adaptive transfer learning

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
Henry W. J. Reeve ◽  
Timothy I. Cannings ◽  
Richard J. Samworth
Keyword(s):  
Transfer Learning

scholarly journals A simple measure of conditional dependence

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
Mona Azadkia ◽  
Sourav Chatterjee
Keyword(s):  
Conditional Dependence ◽  
Simple Measure

scholarly journals Uncertainty quantification for Bayesian CART

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
Ismaël Castillo ◽  
Veronika Ročková
Keyword(s):  
Uncertainty Quantification

scholarly journals Multiscale Bayesian survival analysis

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
Ismaël Castillo ◽  
Stéphanie van der Pas
Keyword(s):  
Survival Analysis

scholarly journals Augmented minimax linear estimation

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
David A. Hirshberg ◽  
Stefan Wager
Keyword(s):  
Linear Estimation

scholarly journals Optimal adaptivity of signed-polygon statistics for network testing

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
Jiashun Jin ◽  
Zheng Tracy Ke ◽  
Shengming Luo
Keyword(s):  
Network Testing

scholarly journals Marginal singularity and the benefits of labels in covariate-shift

2021 ◽  
Vol 49 (6) ◽  
Author(s):  
Samory Kpotufe ◽  
Guillaume Martinet
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