Trevor Hastie

Identifiers

Open LibraryOL780977A

Top Subjects

Regression analysis (4)
Random walks (Mathematics) (2)
Spline theory (2)
Analysis of variance (1)
Estimation theory (1)
Mathematical models (1)
Time-series analysis (1)

Books by Trevor Hastie

Total count: 15

Generalized additive models

University of Toronto, Dept. of Statistics1985-01-01
Generalized additive models, cubic splines and personalized likelihood

University of Toronto, Dept. of Statistics1987-01-01
Exploring the nature of covariate effects in the proportional hazards model

University of Toronto, Dept. of statistics1988-01-01
Varying-coefficient models

University of Toronto, Dept. of Statistics1991-01-01
Penalized discriminant analysis

University of Toronto, Dept. of Statistics1992-01-01
Flexible discriminant analysisadaptive classification

University of Toronto, Dept. of Statistics1992-01-01
Handwritten digit recognition via deformable prototypes

University of Toronto, Dept. of Statistics1992-01-01
Computer-aided diagnosis of mammographic masses

University of Toronto, Dept. of Statistics1996-01-01
Classification by pairwise coupling

University of Toronto1996-01-01
The elements of statistical learningdata mining, inference, and prediction

Springer2001-01-01
An Introduction to Statistical Learningwith Applications in R

Springer2013-06-25
Statistical Learning with SparsityThe Lasso and Generalizations

Taylor & Francis Group2015-01-01
Computer Age Statistical InferenceAlgorithms, Evidence, and Data Science

Cambridge University Press2016-01-01
Computer Age Statistical Inference, Student EditionAlgorithms, Evidence, and Data Science

University of Cambridge ESOL Examinations2021-01-01
Introduction to Statistical LearningWith Applications in R

Springer2021-01-01