Discussion of the Paper “Prediction, Estimation, and Attribution” by B. Efron

DOI10.1080/01621459.2020.1762618zbMath1446.62341OpenAlexW3033108760MaRDI QIDQ5130604

Chiara Sabatti, Emmanuel J. Candès

Publication date: 28 October 2020

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/01621459.2020.1762618

zbMATH Keywords

random forestsblack boxephemeral predictorssurface plus noise

Mathematics Subject Classification ID

Statistical aspects of big data and data science (62R07)

Uses Software

• conformalInference

Cites Work

• Unnamed Item
• Distribution-Free Predictive Inference For Regression
• Breakthroughs in statistics. Volume I: Foundations and basic theory
• Bootstrap methods: another look at the jackknife
• Causal Dantzig: fast inference in linear structural equation models with hidden variables under additive interventions
• NOTES ON BIAS IN ESTIMATION
• The Future of Data Analysis
• Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
• Panning for Gold: ‘Model-X’ Knockoffs for High Dimensional Controlled Variable Selection
• Gene hunting with hidden Markov model knockoffs
• Distribution-free Prediction Bands for Non-parametric Regression
• Veridical data science