Trevor Hastie
Author of 26 CRAN packages
Trevor Hastie has been on fire, working on 26 packages to date. Honestly, does Trevor Hastie even sleep? This is some serious dedication! Trevor Hastie has collaborated with a whopping 55 other authors. It's basically a small army of coders! Who knew package development could be such a social event?
26 Packages
- FLLatFused Lasso Latent Feature Model
- ISLRData for an Introduction to Statistical Learning with Applications in R
- ISLR2Introduction to Statistical Learning, Second Edition
- ProDenICAProduct Density Estimation for ICA using Tilted Gaussian Density Estimates
- SGLFit a GLM (or Cox Model) with a Combination of Lasso and Group Lasso Regularization
- SLOPESorted L1 Penalized Estimation
- TrioSGLTrio Model with a Combination of Lasso and Group Lasso Regularization
- customizedTrainingCustomized Training for Lasso and Elastic-Net Regularized Generalized Linear Models
- elasticnetElastic-Net for Sparse Estimation and Sparse PCA
- gamGeneralized Additive Models
- gamselFit Regularization Path for Generalized Additive Models
- glassoGraphical Lasso
- glinternetLearning Interactions via Hierarchical Group-Lasso Regularization
- glmnetLasso and Elastic-Net Regularized Generalized Linear Models
- glmpathL1 Regularization Path for Generalized Linear Models and Cox Proportional Hazards Model
- larsLeast Angle Regression, Lasso and Forward Stagewise
- multiviewCooperative Learning for Multi-View Analysis
- npmrNuclear Penalized Multinomial Regression
- pcoxtimePenalized Cox Proportional Hazard Model for Time-Dependent Covariates
- princurveFit a Principal Curve in Arbitrary Dimension
- rdaShrunken Centroids Regularized Discriminant Analysis
- softImputeMatrix Completion via Iterative Soft-Thresholded SVD
- sparseglSparse Group Lasso
- stepPlrL2 Penalized Logistic Regression with Stepwise Variable Selection
- svmpathThe SVM Path Algorithm
- tfS3 Classes and Methods for Tidy Functional Data
Team
- Gen Nowak
- Jonathan R. Pollack
- Robert Tibshirani
- Nicholas Johnson
- Gareth James
- Daniela Witten
- Rob Tibshirani
- Balasubramanian Narasimhan
- Noah Simon
- Jerome Friedman
- Johan Larsson
- Jonas Wallin
- Malgorzata Bogdan
- Ewout van den Berg
- Chiara Sabatti
- Emmanuel Candes
- Evan Patterson
- Weijie Su
- Jakub Kała
- Krystyna Grzesiak
- Michal Burdukiewicz
- Junyang Qian
- Akarsh Goyal
- Timo Stöcker
- Scott Powers
- Hui Zou
- Alexandra Chouldechova
- Vitalie Spinu
- Michael Lim
- Kenneth Tay
- James Yang
- Mee Young Park
- Brad Efron
- Daisy Yi Ding
- Robert J. Tibshirani
- Bicko Cygu
- Ben Bolker
- Andreas Weingessel
- Kurt Hornik
- Henrik Bengtsson
- Robrecht Cannoodt
- Yaqian Guo
- Valentin Todorov
- Rahul Mazumder
- Daniel J. McDonald
- Xiaoxuan Liang
- Anibal Solón Heinsfeld
- Aaron Cohen
- Yi Yang
- Fabian Scheipl
- Jeff Goldsmith
- Julia Wrobel
- Maximilian Muecke
- Sebastian Fischer
- Chen Meng