Hastie TJ - Search Results

1

Confounds in neuroimaging: A clear case of sex as a confound in brain-based prediction.

Weber KA 2nd, Teplin ZM, Wager TD, Law CSW, Prabhakar NK, Ashar YK, Gilam G, Banerjee S, Delp SL, Glover GH, Hastie TJ, Mackey S. Weber KA 2nd, et al. Among authors: hastie tj. Front Neurol. 2022 Dec 19;13:960760. doi: 10.3389/fneur.2022.960760. eCollection 2022. Front Neurol. 2022. PMID: 36601297 Free PMC article.

2

A modified Michaelis-Menten equation estimates growth from birth to 3 years in healthy babies in the USA.

Walters WA, Ley C, Hastie T, Ley RE, Parsonnet J. Walters WA, et al. BMC Med Res Methodol. 2024 Feb 1;24(1):27. doi: 10.1186/s12874-024-02145-1. BMC Med Res Methodol. 2024. PMID: 38302887 Free PMC article.

3

Defining Usual Oral Temperature Ranges in Outpatients Using an Unsupervised Learning Algorithm.

Ley C, Heath F, Hastie T, Gao Z, Protsiv M, Parsonnet J. Ley C, et al. JAMA Intern Med. 2023 Oct 1;183(10):1128-1135. doi: 10.1001/jamainternmed.2023.4291. JAMA Intern Med. 2023. PMID: 37669046 Free PMC article.

4

A randomized clinical trial testing digital mindset intervention for knee osteoarthritis pain and activity improvement.

Boswell MA, Evans KM, Ghandwani D, Hastie T, Zion SR, Moya PL, Giori NJ, Hicks JL, Crum AJ, Delp SL. Boswell MA, et al. NPJ Digit Med. 2024 Oct 17;7(1):285. doi: 10.1038/s41746-024-01281-8. NPJ Digit Med. 2024. PMID: 39414999 Free PMC article.

5

Feature-weighted elastic net: using "features of features" for better prediction.

Tay JK, Aghaeepour N, Hastie T, Tibshirani R. Tay JK, et al. Stat Sin. 2023 Jan;33(1):259-279. doi: 10.5705/ss.202020.0226. Stat Sin. 2023. PMID: 37102071 Free PMC article.

6

Canonical correlation analysis in high dimensions with structured regularization.

Tuzhilina E, Tozzi L, Hastie T. Tuzhilina E, et al. Stat Modelling. 2023 Jun;23(3):203-227. doi: 10.1177/1471082x211041033. Epub 2021 Oct 3. Stat Modelling. 2023. PMID: 37334164 Free PMC article.

7

Modeling longitudinal data using matrix completion.

Kidziński Ł, Hastie T. Kidziński Ł, et al. J Comput Graph Stat. 2024;33(2):551-566. doi: 10.1080/10618600.2023.2257257. Epub 2023 Nov 15. J Comput Graph Stat. 2024. PMID: 38993268

8

Smooth multi-period forecasting with application to prediction of COVID-19 cases.

Tuzhilina E, Hastie TJ, McDonald DJ, Tay JK, Tibshirani R. Tuzhilina E, et al. Among authors: hastie tj. J Comput Graph Stat. 2024;33(3):955-967. doi: 10.1080/10618600.2023.2285337. Epub 2024 Jan 8. J Comput Graph Stat. 2024. PMID: 39430215

9

Elastic Net Regularization Paths for All Generalized Linear Models.

Tay JK, Narasimhan B, Hastie T. Tay JK, et al. J Stat Softw. 2023;106:1. doi: 10.18637/jss.v106.i01. Epub 2023 Mar 23. J Stat Softw. 2023. PMID: 37138589 Free PMC article.

10

Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays.

Kidziński Ł, Hui FKC, Warton DI, Hastie T. Kidziński Ł, et al. J Mach Learn Res. 2022 Nov;23:291. J Mach Learn Res. 2022. PMID: 37102181 Free PMC article.

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