Trevor Hastie
Stanford University
H-index: 149
North America-United States
Top articles of Trevor Hastie
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Smooth multi-period forecasting with application to prediction of COVID-19 cases | Journal of Computational and Graphical Statistics | Elena Tuzhilina Trevor J Hastie Daniel J McDonald J Kenneth Tay Robert Tibshirani | 2024/1/5 |
In silico identification of putative causal genetic variants | bioRxiv | Zihuai He Benjamin Chu James Yang Jiaqi Gu Zhaomeng Chen | 2024 |
Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank | arXiv preprint arXiv:2404.17626 | Thomas Le Menestrel Erin Craig Robert Tibshirani Trevor Hastie Manuel Rivas | 2024/4/26 |
The mosaic permutation test: an exact and nonparametric goodness-of-fit test for factor models | arXiv preprint arXiv:2404.15017 | Asher Spector Rina Foygel Barber Trevor Hastie Ronald N Kahn Emmanuel Candès | 2024/4/23 |
Package ‘sparsenet’ | Rahul Mazumder Trevor Hastie Jerome Friedman Maintainer Trevor Hastie Depends Matrix | 2024/2/5 | |
A modified Michaelis-Menten equation estimates growth from birth to 3 years in healthy babies in the USA | BMC Medical Research Methodology | William A Walters Catherine Ley Trevor Hastie Ruth E Ley Julie Parsonnet | 2024/2/1 |
Feature-weighted elastic net: using “features of features” for better prediction | Statistica Sinica | J Kenneth Tay Nima Aghaeepour Trevor Hastie Robert Tibshirani | 2023/1 |
A tissue atlas of ulcerative colitis revealing evidence of sex-dependent differences in disease-driving inflammatory cell types and resistance to TNF inhibitor therapy | Science advances | Aaron T Mayer Derek R Holman Anav Sood Utkarsh Tandon Salil S Bhate | 2023/1/20 |
Canonical correlation analysis in high dimensions with structured regularization | Statistical modelling | Elena Tuzhilina Leonardo Tozzi Trevor Hastie | 2023/6 |
Resampling methods | Xuming He | 2017/10/12 | |
Co-existence of negative and positive associations between cognition and intergenerational psychiatric symptoms reveal necessity of socioeconomic and clinical enrichment | medRxiv | Adam Pines Leonardo Tozzi Claire Bertrand Arielle S Keller Xue Zhang | 2023/8/31 |
Deep learning | Data mining | Ian H Witten Eibe Frank Mark A Hall Christopher J Pal | 2017 |
Comparing spatial patterns of marine vessels between vessel-tracking data and satellite imagery | Frontiers in Marine Science | Shinnosuke Nakayama WenXin Dong Richard G Correro Elizabeth R Selig Colette CC Wabnitz | 2023/1/20 |
Cross-validation: what does it estimate and how well does it do it? | Journal of the American Statistical Association | Stephen Bates Trevor Hastie Robert Tibshirani | 2023/5/11 |
Moving beyond linearity | Gareth James Daniela Witten Trevor Hastie Robert Tibshirani Jonathan Taylor | 2023/7/1 | |
Regularized Cox Regression | Kenneth Tay Noah Simon Jerome Friedman Trevor Hastie Rob Tibshirani | 2023/8/19 | |
Survival analysis and censored data | Gareth James Daniela Witten Trevor Hastie Robert Tibshirani Jonathan Taylor | 2023/7/1 | |
Use of a modified Michaelis-Menten equation to estimate growth from birth to 3 years in healthy full term babies. | Research Square | W Walters C Ley T Hastie R Ley J Parsonnet | 2023/1/12 |
The Relaxed Lasso | Trevor Hastie Balasubramanian Narasimhan Rob Tibshirani | 2023/3/22 | |
Unsupervised learning | Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications | Laura Igual Santi Seguí Laura Igual Santi Seguí | 2017 |
Co-Authors
