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International Statistical Review
Volume 88, Issue S1
“Data Science versus Classical Inference: Prediction, Estimation, and Attribution”, honouring Prof. Brad Efron's International Prize in Statistics in 2019
Pages: S1-S224 December 2020
Issue Information
Free Access
First Published: 29 December 2020
Editorial
Scott H. Holan, Nalini Ravishanker
Pages: S1 | First Published: 23 November 2020
Interview
An Interview with Bradley Efron
Balasubramanian Narasimhan
Pages: S2-S27 | First Published: 22 November 2020
Original Article
Prediction, Estimation, and Attribution
Bradley Efron
Pages: S28-S59 | First Published: 29 December 2020
Discussion on Prediction, Estimation, and Attributions
Discussion of the Paper “Prediction, Estimation, and Attribution” by B. Efron
Emmanuel Candès, Chiara Sabatti
Pages: S60-S63 | First Published: 29 December 2020
Discussion of Paper by Brad Efron
D. R. Cox
Pages: S64 | First Published: 29 December 2020
Comment: When Is It Data Science and When Is It Data Engineering?
Noel Cressie
Pages: S65-S69 | First Published: 29 December 2020
A. C. Davison
Pages: S70-S72 | First Published: 29 December 2020
Discussion of “Prediction, Estimation, and Attribution” by Bradley Efron
Jerome Friedman, Trevor Hastie, Robert Tibshirani
Pages: S73-S74 | First Published: 29 December 2020
Discussion of Professor Bradley Efron’s Article on “Prediction, Estimation, and Attribution”
Min‐ge Xie, Zheshi Zheng
Pages: S75-S82 | First Published: 29 December 2020
The Data Science Process: One Culture
Bin Yu, Rebecca Barter
Pages: S83-S86 | First Published: 29 December 2020
Rejoinder to Prediction, Estimation, and Attribution
Bradley Efron
Pages: S87-S90 | First Published: 29 December 2020
Original Articles
Double Empirical Bayes Testing
Wesley Tansey, Yixin Wang, Raul Rabadan, David Blei
Pages: S91-S113 | First Published: 25 November 2020
Deconfounding and Causal Regularisation for Stability and External Validity
Peter Bühlmann, Domagoj Ćevid
Pages: S114-S134 | First Published: 05 November 2020
Stable Discovery of Interpretable Subgroups via Calibration in Causal Studies
Raaz Dwivedi, Yan Shuo Tan, Briton Park, Mian Wei, Kevin Horgan, David Madigan, Bin Yu
Pages: S135-S178 | First Published: 22 December 2020
Modern Strategies for Time Series Regression
Stephanie Clark, Rob J. Hyndman, Dan Pagendam, Louise M. Ryan
Pages: S179-S204 | First Published: 03 December 2020
Reluctant Generalised Additive Modelling
J. Kenneth Tay, Robert Tibshirani Pages: S205-S224 | First Published: 22 November 2020