The elements of statistical learning: data mining, inference, and prediction

por Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome
Publicado 2009

Statistical learning with sparsity: the lasso and generalizations

por Hastie, Trevor, Tibshirani, Robert, Wainwright, Martin
Publicado 2015

The elements of statistical learning: data mining, inference, and prediction

por Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome Isaac
Publicado 2001

An introduction to statistical learning: with applications in R

por James, Gareth, Witten, Daniela, Hastie, Trevor, Tibshirani, Robert
Publicado 2013

Supervised harvesting of expression trees

por Hastie, Trevor, Tibshirani, Robert, Botstein, David, Brown, Patrick
Publicado 2001

ZeitZeiger: supervised learning for high-dimensional data from an oscillatory system

por Hughey, Jacob J., Hastie, Trevor, Butte, Atul J.
Publicado 2016

Decreasing human body temperature in the United States since the Industrial Revolution

por Protsiv, Myroslava, Ley, Catherine, Lankester, Joanna, Hastie, Trevor, Parsonnet, Julie
Publicado 2020

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

por Walters, William, Ley, Catherine, Hastie, Trevor, Ley, Ruth, Parsonnet, Julie
Publicado 2023

Saturating Splines and Feature Selection

por Boyd, Nicholas, Hastie, Trevor, Boyd, Stephen, Recht, Benjamin, Jordan, Michael I.
Publicado 2018

Projected geographic disparities in healthcare worker absenteeism from COVID-19 school closures and the economic feasibility of child care subsidies: a simulation study

por Chin, Elizabeth T, Huynh, Benjamin Q, Lo, Nathan C, Hastie, Trevor, Basu, Sanjay
Publicado 2020

Projected geographic disparities in healthcare worker absenteeism from COVID-19 school closures and the economic feasibility of child care subsidies: a simulation study

por Chin, Elizabeth T., Huynh, Benjamin Q., Lo, Nathan C., Hastie, Trevor, Basu, Sanjay
Publicado 2020

Optimization and evaluation of T7 based RNA linear amplification protocols for cDNA microarray analysis

por Zhao, Hongjuan, Hastie, Trevor, Whitfield, Michael L, Børresen-Dale, Anne-Lise, Jeffrey, Stefanie S
Publicado 2002

Sparse EEG/MEG source estimation via a group lasso

por Lim, Michael, Ales, Justin M., Cottereau, Benoit R., Hastie, Trevor, Norcia, Anthony M.
Publicado 2017

Association of cardiovascular events and lipoprotein particle size: Development of a risk score based on functional data analysis

por Rowland, Charles M., Shiffman, Dov, Caulfield, Michael, Garcia, Veronica, Melander, Olle, Hastie, Trevor
Publicado 2019

Relating whole-brain functional connectivity to self-reported negative emotion in a large sample of young adults using group regularized canonical correlation analysis

por Tozzi, Leonardo, Tuzhilina, Elena, Glasser, Matthew F., Hastie, Trevor J., Williams, Leanne M.
Publicado 2021

Characterization of heterotypic interaction effects in vitro to deconvolute global gene expression profiles in cancer

por Buess, Martin, Nuyten, Dimitry SA, Hastie, Trevor, Nielsen, Torsten, Pesich, Robert, Brown, Patrick O
Publicado 2007

Network-Based Elucidation of Human Disease Similarities Reveals Common Functional Modules Enriched for Pluripotent Drug Targets

por Suthram, Silpa, Dudley, Joel T., Chiang, Annie P., Chen, Rong, Hastie, Trevor J., Butte, Atul J.
Publicado 2010

The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility

por Ku, Joy P, Hicks, Jennifer L, Hastie, Trevor, Leskovec, Jure, Ré, Christopher, Delp, Scott L
Publicado 2015