Trevor Hastie | lit.salon

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Trevor Hastie | lit.salon

Trevor Hastie

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Books by Trevor Hastie (50 max)

The elements of statistical learning: data mining, inference, and prediction : with 200 full-color illustrations

2001

Trevor Hastie, Robert Tibshirani, Jerome Friedman

Generalized additive models

1985

Statistical Learning with Sparsity: The Lasso and Generalizations

2015

Trevor Hastie, Robert Tibshirani, Martin Wainwright

Introduction to Statistical Learning With Applications in R

2021

Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani

Computer Age Statistical Inference: Algorithms, Evidence, and Data Science

2016

Bradley Efron, Trevor Hastie

Statistical models in S

1993

Computer Age Statistical Inference, Student Edition Algorithms, Evidence, and Data Science

2021

Bradley Efron, Trevor Hastie

Generalized additive models, cubic splines and personalized likelihood

1987

Exploring the nature of covariate effects in the proportional hazards model

1988

Varying-coefficient models

1991

Flexible discriminant analysis: adaptive classification

1992

Statistical models in S

1992

Handwritten digit recognition via deformable prototypes

1992

Penalized discriminant analysis

1992

Computer-aided diagnosis of mammographic masses

1996

Classification by pairwise coupling

1996