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Trevor Hastie
Trevor Hastie
Professor of Statistics, Stanford University
Verified email at stanford.edu - Homepage
Title
Cited by
Year
‘Comment on Causal inference using invariant prediction.’
Q Zhao, C Zheng, T Hastie, R Tibshirani
arXiv preprint arXiv:1501.01332, 2016
12016
'Gene shaving'as a method for identifying distinct sets of genes with similar expression patterns
T Hastie, R Tibshirani, MB Eisen, A Alizadeh, R Levy, L Staudt, WC Chan, ...
Genome biology 1, 1-21, 2000
7422000
“Preconditioning” for feature selection and regression in high-dimensional problems
D Paul, E Bair, T Hastie, R Tibshirani
1462008
[A statistical view of some chemometrics regression tools]: discussion
T Hastie, C Mallows
Technometrics 35 (2), 140-143, 1993
194*1993
[Consistency in Boosting]: Discussion
J Friedman, T Hastie, S Rosset, R Tibshirani, J Zhu
The Annals of Statistics 32 (1), 102-107, 2004
82004
[monotone regression splines in action]: Comment
T Hastie, R Tibshirani
Statistical Science 3 (4), 450-456, 1988
21988
& C+ Loader~ 1993! Local regression: Automatic kernel carpentry+
T Hastie
Statistical Science 8, 120-143, 0
7
& R+ Tibshirani~ 1990
T Hastie
Generalized additive models, 0
6
& Friedman, J.(2001)
T Hastie, R Tibshirani
The elements of statistical learning, 0
21
& Tibshirani, R.(2007). Pathwise coordinate optimization
J Friedman, T Hastie, H Hfling
Ann. App. Stat 2, 0
6
&Tibshirani R (2010)
J Friedman, T Hastie
Package ‘glmnet’. Journal of Statistical Software 33 (1), 2016
10*2016
1 Course Goals
G James, D Witten, T Hastie, R Tibshirani
1-norm support vector machines
J Zhu, S Rosset, R Tibshirani, T Hastie
Advances in neural information processing systems 16, 2003
12452003
10 pamr. geneplot
T Hastie, R Tibshirani, B Narasimhan, G Chu
Pam: Prediction Analysis for Microarrays, 10, 2019
2019
10 pamr. indeterminate
T Hastie, R Tibshirani, B Narasimhan, G Chu
khan Khan microarray data, 10, 2011
2011
10 print. spca
H Zou, T Hastie
Elastic-Net for Sparse Estimation and Sparse PCA, 10, 2008
2008
10. Boosting and additive trees. 337–387
T Hastie, R Tibshirani, JH Friedman
Springer, 2009
62009
16 pamr. plotcvprob
T Hastie, R Tibshirani, B Narasimhan, G Chu
khan Khan microarray data, 16, 2011
2011
18 pamr. plotstrata
T Hastie, R Tibshirani, B Narasimhan, G Chu
Pam: Prediction Analysis for Microarrays, 18, 2019
2019
1990
T Hastie, R Tibshirani
Generalized additive models, 0
20
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Articles 1–20