| Year |
Citation |
Score |
| 2023 |
Kidziński Ł, Hui FKC, Warton DI, Hastie T. Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays. Journal of Machine Learning Research : Jmlr. 23. PMID 37102181 |
0.313 |
|
| 2022 |
Hastie T, Montanari A, Rosset S, Tibshirani RJ. SURPRISES IN HIGH-DIMENSIONAL RIDGELESS LEAST SQUARES INTERPOLATION. Annals of Statistics. 50: 949-986. PMID 36120512 DOI: 10.1214/21-aos2133 |
0.584 |
|
| 2020 |
Friedman J, Hastie T, Tibshirani R. Discussion of “Prediction, Estimation, and Attribution” by Bradley Efron Journal of the American Statistical Association. 115: 665-666. DOI: 10.1080/01621459.2020.1762617 |
0.3 |
|
| 2018 |
Powers S, Hastie T, Tibshirani R. Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseball. Statistical Modelling. 18: 388-410. PMID 31105469 DOI: 10.1177/1471082X18777669 |
0.313 |
|
| 2017 |
Wang J, Zhao Q, Hastie T, Owen AB. CONFOUNDER ADJUSTMENT IN MULTIPLE HYPOTHESIS TESTING. Annals of Statistics. 45: 1863-1894. PMID 31439967 DOI: 10.1214/16-Aos1511 |
0.333 |
|
| 2017 |
Groll A, Hastie T, Tutz G. Selection of effects in Cox frailty models by regularization methods. Biometrics. PMID 28085181 DOI: 10.1111/Biom.12637 |
0.371 |
|
| 2016 |
Hughey JJ, Hastie T, Butte AJ. ZeitZeiger: supervised learning for high-dimensional data from an oscillatory system. Nucleic Acids Research. PMID 26819407 DOI: 10.1093/Nar/Gkw030 |
0.308 |
|
| 2015 |
Powers S, Hastie T, Tibshirani R. CUSTOMIZED TRAINING WITH AN APPLICATION TO MASS SPECTROMETRIC IMAGING OF CANCER TISSUE. The Annals of Applied Statistics. 9: 1709-1725. PMID 30370000 DOI: 10.1214/15-Aoas866 |
0.323 |
|
| 2015 |
Fithian W, Elith J, Hastie T, Keith DA. Bias correction in species distribution models: pooling survey and collection data for multiple species. Methods in Ecology and Evolution. 6: 424-438. PMID 27840673 DOI: 10.1111/2041-210X.12242 |
0.33 |
|
| 2015 |
Lim M, Hastie T. Learning interactions via hierarchical group-lasso regularization. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 24: 627-654. PMID 26759522 DOI: 10.1080/10618600.2014.938812 |
0.335 |
|
| 2015 |
Renner IW, Elith J, Baddeley A, Fithian W, Hastie T, Phillips SJ, Popovic G, Warton DI. Point process models for presence-only analysis Methods in Ecology and Evolution. 6: 366-379. DOI: 10.1111/2041-210X.12352 |
0.355 |
|
| 2015 |
Warton DI, Shipley B, Hastie T. CATS regression - a model-based approach to studying trait-based community assembly Methods in Ecology and Evolution. 6: 389-398. DOI: 10.1111/2041-210X.12280 |
0.376 |
|
| 2014 |
Fithian W, Hastie T. LOCAL CASE-CONTROL SAMPLING: EFFICIENT SUBSAMPLING IN IMBALANCED DATA SETS. Annals of Statistics. 42: 1693-1724. PMID 25492979 DOI: 10.1214/14-Aos1220 |
0.38 |
|
| 2014 |
Wang JC, Hastie T. Boosted varying-coefficient regression models for product demand prediction Journal of Computational and Graphical Statistics. 23: 361-382. DOI: 10.1080/10618600.2013.778777 |
0.359 |
|
| 2013 |
Fithian W, Hastie T. Finite-Sample Equivalence in Statistical Models for Presence-Only Data. The Annals of Applied Statistics. 7: 1917-1939. PMID 25493106 DOI: 10.1214/13-Aoas667 |
0.406 |
|
| 2013 |
Simon N, Friedman J, Hastie T, Tibshirani R. A sparse-group lasso Journal of Computational and Graphical Statistics. 22: 231-245. DOI: 10.1080/10618600.2012.681250 |
0.376 |
|
| 2012 |
Mazumder R, Hastie T. The graphical lasso: New insights and alternatives. Electronic Journal of Statistics. 6: 2125-2149. PMID 25558297 DOI: 10.1214/12-Ejs740 |
0.366 |
|
| 2011 |
Simon N, Friedman J, Hastie T, Tibshirani R. Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent. Journal of Statistical Software. 39: 1-13. PMID 27065756 DOI: 10.18637/Jss.V039.I05 |
0.355 |
|
| 2011 |
Mazumder R, Friedman JH, Hastie T. SparseNet: Coordinate Descent With Nonconvex Penalties. Journal of the American Statistical Association. 106: 1125-1138. PMID 25580042 DOI: 10.1198/Jasa.2011.Tm09738 |
0.348 |
|
| 2011 |
Nowak G, Hastie T, Pollack JR, Tibshirani R. A fused lasso latent feature model for analyzing multi-sample aCGH data. Biostatistics (Oxford, England). 12: 776-91. PMID 21642389 DOI: 10.1093/Biostatistics/Kxr012 |
0.348 |
|
| 2011 |
Clemmensen L, Hastie T, Witten D, Ersboll B. Sparse discriminant analysis Technometrics. 53: 406-413. DOI: 10.1198/Tech.2011.08118 |
0.348 |
|
| 2011 |
Elith J, Phillips SJ, Hastie T, Dudík M, Chee YE, Yates CJ. A statistical explanation of MaxEnt for ecologists Diversity and Distributions. 17: 43-57. DOI: 10.1111/J.1472-4642.2010.00725.X |
0.381 |
|
| 2010 |
Friedman J, Hastie T, Tibshirani R. Regularization Paths for Generalized Linear Models via Coordinate Descent. Journal of Statistical Software. 33: 1-22. PMID 20808728 |
0.304 |
|
| 2010 |
Friedman J, Hastie T, Tibshirani R. Regularization Paths for Generalized Linear Models via Coordinate Descent Journal of Statistical Software. 33: 1-22. DOI: 10.18637/Jss.V033.I01 |
0.407 |
|
| 2009 |
Wu TT, Chen YF, Hastie T, Sobel E, Lange K. Genome-wide association analysis by lasso penalized logistic regression. Bioinformatics (Oxford, England). 25: 714-21. PMID 19176549 DOI: 10.1093/Bioinformatics/Btp041 |
0.328 |
|
| 2009 |
Ward G, Hastie T, Barry S, Elith J, Leathwick JR. Presence-only data and the em algorithm. Biometrics. 65: 554-63. PMID 18759851 DOI: 10.1111/J.1541-0420.2008.01116.X |
0.749 |
|
| 2009 |
Hastie T, Rosset S, Zhu J, Zou H. Multi-class AdaBoost Statistics and Its Interface. 2: 349-360. DOI: 10.4310/Sii.2009.V2.N3.A8 |
0.68 |
|
| 2008 |
Zou H, Zhu J, Hastie T. NEW MULTICATEGORY BOOSTING ALGORITHMS BASED ON MULTICATEGORY FISHER-CONSISTENT LOSSES. The Annals of Applied Statistics. 2: 1290-1306. PMID 27347277 DOI: 10.1214/08-Aoas198 |
0.535 |
|
| 2008 |
Elith J, Leathwick JR, Hastie T. A working guide to boosted regression trees Journal of Animal Ecology. 77: 802-813. PMID 18397250 DOI: 10.1111/J.1365-2656.2008.01390.X |
0.407 |
|
| 2008 |
Friedman J, Hastie T, Tibshirani R. Sparse inverse covariance estimation with the graphical lasso. Biostatistics (Oxford, England). 9: 432-41. PMID 18079126 DOI: 10.1093/Biostatistics/Kxm045 |
0.349 |
|
| 2008 |
Park MY, Hastie T. Penalized logistic regression for detecting gene interactions. Biostatistics (Oxford, England). 9: 30-50. PMID 17429103 DOI: 10.1093/Biostatistics/Kxm010 |
0.569 |
|
| 2008 |
Paul D, Bair E, Hastie T, Tibshirani R. "Preconditioning" for feature selection and regression in high-dimensional problems Annals of Statistics. 36: 1595-1618. DOI: 10.1214/009053607000000578 |
0.38 |
|
| 2007 |
Tibshirani R, Hastie T. Outlier sums for differential gene expression analysis. Biostatistics (Oxford, England). 8: 2-8. PMID 16702229 DOI: 10.1093/Biostatistics/Kxl005 |
0.309 |
|
| 2007 |
Park MY, Hastie T, Tibshirani R. Averaged gene expressions for regression. Biostatistics (Oxford, England). 8: 212-27. PMID 16698769 DOI: 10.1093/Biostatistics/Kxl002 |
0.585 |
|
| 2007 |
Guo Y, Hastie T, Tibshirani R. Regularized linear discriminant analysis and its application in microarrays. Biostatistics (Oxford, England). 8: 86-100. PMID 16603682 DOI: 10.1093/Biostatistics/Kxj035 |
0.374 |
|
| 2007 |
Hastie T. Comment: Boosting algorithms: Regularization, prediction and model fitting Statistical Science. 22: 513-515. DOI: 10.1214/07-Sts242A |
0.34 |
|
| 2007 |
Hastie T, Taylor J, Tibshirani R, Walther G. Forward stagewise regression and the monotone lasso Electronic Journal of Statistics. 1: 1-29. DOI: 10.1214/07-Ejs004 |
0.34 |
|
| 2007 |
Friedman J, Hastie T, Höfling H, Tibshirani R. Pathwise coordinate optimization The Annals of Applied Statistics. 1: 302-332. DOI: 10.1214/07-Aoas131 |
0.336 |
|
| 2007 |
Efron B, Hastie T, Tibshirani R. Discussion: The dantzig selector: Statistical estimation when p is much larger than n Annals of Statistics. 35: 2358-2364. DOI: 10.1214/009053607000000433 |
0.395 |
|
| 2007 |
Zou H, Hastie T, Tibshirani R. On the "degrees of freedom" of the lasso Annals of Statistics. 35: 2173-2192. DOI: 10.1214/009053607000000127 |
0.547 |
|
| 2007 |
Park MY, Hastie T. L1-regularization path algorithm for generalized linear models Journal of the Royal Statistical Society. Series B: Statistical Methodology. 69: 659-677. DOI: 10.1111/J.1467-9868.2007.00607.X |
0.599 |
|
| 2006 |
Leathwick JR, Elith J, Francis MP, Hastie T, Taylor P. Variation in demersal fish species richness in the oceans surrounding New Zealand: An analysis using boosted regression trees Marine Ecology Progress Series. 321: 267-281. DOI: 10.3354/Meps321267 |
0.31 |
|
| 2006 |
Zou H, Hastie T, Tibshirani R. Sparse principal component analysis Journal of Computational and Graphical Statistics. 15: 265-286. DOI: 10.1198/106186006X113430 |
0.547 |
|
| 2006 |
Bair E, Hastie T, Paul D, Tibshirani R. Prediction by supervised principal components Journal of the American Statistical Association. 101: 119-137. DOI: 10.1198/016214505000000628 |
0.343 |
|
| 2006 |
Guisan A, Lehmann A, Ferrier S, Austin M, Overton JMC, Aspinall R, Hastie T. Making better biogeographical predictions of species' distributions Journal of Applied Ecology. 43: 386-392. DOI: 10.1111/J.1365-2664.2006.01164.X |
0.311 |
|
| 2006 |
Leathwick JR, Elith J, Hastie T. Comparative performance of generalized additive models and multivariate adaptive regression splines for statistical modelling of species distributions Ecological Modelling. 199: 188-196. DOI: 10.1016/J.Ecolmodel.2006.05.022 |
0.358 |
|
| 2005 |
Zhu J, Hastie T. Kernel logistic regression and the import vector machine Journal of Computational and Graphical Statistics. 14: 185-205. DOI: 10.1198/106186005X25619 |
0.34 |
|
| 2005 |
Zou H, Hastie T. Addendum: Regularization and variable selection via the elastic net Journal of the Royal Statistical Society: Series B (Statistical Methodology). 67: 768-768. DOI: 10.1111/J.1467-9868.2005.00527.X |
0.509 |
|
| 2005 |
Zou H, Hastie T. Regularization and variable selection via the elastic net Journal of the Royal Statistical Society. Series B: Statistical Methodology. 67: 301-320. DOI: 10.1111/J.1467-9868.2005.00503.X |
0.541 |
|
| 2005 |
Leathwick JR, Rowe D, Richardson J, Elith J, Hastie T. Using multivariate adaptive regression splines to predict the distributions of New Zealand's freshwater diadromous fish Freshwater Biology. 50: 2034-2052. DOI: 10.1111/J.1365-2427.2005.01448.X |
0.326 |
|
| 2005 |
Zhu M, Hastie TJ, Walther G. Constrained ordination analysis with flexible response functions Ecological Modelling. 187: 524-536. DOI: 10.1016/J.Ecolmodel.2005.01.049 |
0.626 |
|
| 2004 |
Zhu J, Hastie T. Classification of gene microarrays by penalized logistic regression. Biostatistics (Oxford, England). 5: 427-43. PMID 15208204 DOI: 10.1093/Biostatistics/Kxg046 |
0.356 |
|
| 2004 |
Hastie T, Tibshirani R. Efficient quadratic regularization for expression arrays. Biostatistics (Oxford, England). 5: 329-40. PMID 15208198 DOI: 10.1093/Biostatistics/Kxh010 |
0.379 |
|
| 2004 |
Efron B, Hastie T, Johnstone I, Tibshirani R, Ishwaran H, Knight K, Loubes JM, Massart P, Madigan D, Ridgeway G, Rosset S, Zhu JI, Stine RA, Turlach BA, Weisberg S. Least angle regression Annals of Statistics. 32: 407-499. DOI: 10.1214/009053604000000067 |
0.669 |
|
| 2003 |
Hastie T, Tibshirani R, Friedman J. Note on "Comparison of model selection for regression" by Vladimir Cherkassky and Yunqian Ma. Neural Computation. 15: 1477-80. PMID 12816562 DOI: 10.1162/089976603321891765 |
0.312 |
|
| 2003 |
Tibshirani R, Hastie T, Narasimhan B, Chu G. Class Prediction by Nearest Shrunken Centroids, with Applications to DNA Microarrays Statistical Science. 18: 104-117. DOI: 10.1214/Ss/1056397488 |
0.336 |
|
| 2003 |
Zhu M, Hastie TJ. Feature Extraction for Nonparametric Discriminant Analysis Journal of Computational and Graphical Statistics. 12: 101-120. DOI: 10.1198/1061860031220 |
0.631 |
|
| 2002 |
Tibshirani R, Hastie T, Narasimhan B, Chu G. Diagnosis of multiple cancer types by shrunken centroids of gene expression. Proceedings of the National Academy of Sciences of the United States of America. 99: 6567-72. PMID 12011421 DOI: 10.1073/Pnas.082099299 |
0.33 |
|
| 2002 |
Guisan A, Edwards TC, Hastie T. Generalized linear and generalized additive models in studies of species distributions: setting the scene Ecological Modelling. 157: 89-100. DOI: 10.1016/S0304-3800(02)00204-1 |
0.374 |
|
| 2001 |
Troyanskaya O, Cantor M, Sherlock G, Brown P, Hastie T, Tibshirani R, Botstein D, Altman RB. Missing value estimation methods for DNA microarrays Bioinformatics. 17: 520-525. PMID 11395428 DOI: 10.1093/Bioinformatics/17.6.520 |
0.358 |
|
| 2001 |
Hastie T, Tibshirani R, Botstein D, Brown P. Supervised harvesting of expression trees Genome Biology. 2: RESEARCH0003. PMID 11178280 DOI: 10.1186/Gb-2001-2-1-Research0003 |
0.329 |
|
| 2001 |
Tibshirani R, Walther G, Hastie T. Estimating the number of clusters in a data set via the gap statistic Journal of the Royal Statistical Society: Series B (Statistical Methodology). 63: 411-423. DOI: 10.1111/1467-9868.00293 |
0.32 |
|
| 2000 |
Friedman J, Hastie T, Tibshirani R. Additive Logistic Regression : A Statistical View of Boosting Annals of Statistics. 28: 337-407. DOI: 10.1214/Aos/1016218223 |
0.399 |
|
| 1998 |
Hastie T, Tibshirani R. Classification by pairwise coupling The Annals of Statistics. 26: 451-471. DOI: 10.1214/Aos/1028144844 |
0.362 |
|
| 1998 |
James G, Hastie T. The Error Coding Method and PICTs Journal of Computational and Graphical Statistics. 7: 377-387. DOI: 10.1080/10618600.1998.10474782 |
0.323 |
|
| 1996 |
Hastie T, Tibshirani R. Generalized additive models for medical research. Statistical Methods in Medical Research. 4: 187-96. PMID 8548102 DOI: 10.1177/096228029500400302 |
0.306 |
|
| 1996 |
Hastie T, Tibshirani R. Discriminant Analysis by Gaussian Mixtures Journal of the Royal Statistical Society: Series B (Methodological). 58: 155-176. DOI: 10.1111/J.2517-6161.1996.Tb02073.X |
0.336 |
|
| 1996 |
Hastie T, Tibshirani R. Discriminant adaptive nearest neighbor classification Ieee Transactions On Pattern Analysis and Machine Intelligence. 18: 607-616. DOI: 10.1109/34.506411 |
0.311 |
|
| 1995 |
Hastie T, Buja A, Tibshirani R. Penalized Discriminant Analysis The Annals of Statistics. 23: 73-102. DOI: 10.1214/Aos/1176324456 |
0.353 |
|
| 1994 |
NELSON W, TURIN W, HASTIE T. STATISTICAL METHODS FOR ON-LINE SIGNATURE VERIFICATION International Journal of Pattern Recognition and Artificial Intelligence. 8: 749-770. DOI: 10.1142/S0218001494000395 |
0.325 |
|
| 1994 |
Hastie T, Tibshirani R, Buja A. Flexible Discriminant Analysis by Optimal Scoring Journal of the American Statistical Association. 89: 1255-1270. DOI: 10.1080/01621459.1994.10476866 |
0.328 |
|
| 1993 |
Hastie T, Loader C. Local regression: Automatic Kernel carpentry Statistical Science. 8: 120-129. DOI: 10.1214/Ss/1177011002 |
0.354 |
|
| 1993 |
Hastie T, Tibshirani R. Varying-Coefficient Models Journal of the Royal Statistical Society: Series B (Methodological). 55: 757-779. DOI: 10.1111/J.2517-6161.1993.Tb01939.X |
0.392 |
|
| 1991 |
Hastie T, Tibshirani R. [The ∏ Method for Estimating Multivariate Functions from Noisy Data]: Discussion Technometrics. 33: 155. DOI: 10.2307/1269041 |
0.318 |
|
| 1990 |
Hastie T, Tibshirani R. Exploring the Nature of Covariate Effects in the Proportional Hazards Model Biometrics. 46: 1005. DOI: 10.2307/2532444 |
0.363 |
|
| 1989 |
Buja A, Hastie T, Tibshirani R. Rejoinder: Linear Smoothers and Additive Models The Annals of Statistics. 17: 543-555. DOI: 10.1214/Aos/1176347124 |
0.308 |
|
| 1989 |
Buja A, Hastie T, Tibshirani R. Linear Smoothers and Additive Models The Annals of Statistics. 17: 453-510. DOI: 10.1214/Aos/1176347115 |
0.4 |
|
| 1987 |
Hastie T, Tibshirani R. Non-Parametric Logistic and Proportional Odds Regression Applied Statistics. 36: 260. DOI: 10.2307/2347785 |
0.309 |
|
| 1987 |
Tibshirani R, Hastie T. Local Likelihood Estimation Journal of the American Statistical Association. 82: 559-567. DOI: 10.1080/01621459.1987.10478466 |
0.301 |
|
| 1987 |
Greenacre M, Hastie T. The Geometric Interpretation of Correspondence Analysis Journal of the American Statistical Association. 82: 437-447. DOI: 10.1080/01621459.1987.10478446 |
0.311 |
|
| 1987 |
Hastie T. A Closer Look at the Deviance The American Statistician. 41: 16-20. DOI: 10.1080/00031305.1987.10475434 |
0.311 |
|
| 1987 |
Hastie T, Tibshirani R. Generalized Additive Models: Some Applications Journal of the American Statistical Association. 82: 371-386. DOI: 10.1007/978-1-4615-7070-7_8 |
0.347 |
|
| 1986 |
Hastie T, Tibshirani R. [Generalized Additive Models]: Rejoinder Statistical Science. 1: 314-318. DOI: 10.1214/Ss/1177013609 |
0.301 |
|
| Low-probability matches (unlikely to be authored by this person) |
| 2017 |
Lim M, Ales JM, Cottereau BR, Hastie T, Norcia AM. Sparse EEG/MEG source estimation via a group lasso. Plos One. 12: e0176835. PMID 28604790 DOI: 10.1371/Journal.Pone.0176835 |
0.3 |
|
| 2012 |
Tibshirani R, Bien J, Friedman J, Hastie T, Simon N, Taylor J, Tibshirani RJ. Strong rules for discarding predictors in lasso-type problems. Journal of the Royal Statistical Society. Series B, Statistical Methodology. 74: 245-266. PMID 25506256 DOI: 10.1111/J.1467-9868.2011.01004.X |
0.298 |
|
| 2015 |
Goldstein BA, Assimes T, Winkelmayer WC, Hastie T. Detecting clinically meaningful biomarkers with repeated measurements: An illustration with electronic health records. Biometrics. 71: 478-86. PMID 25652566 DOI: 10.1111/Biom.12283 |
0.297 |
|
| 1998 |
Wu TD, Schmidler SC, Hastie T, Brutlag DL. Regression analysis of multiple protein structures. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 5: 585-95. PMID 9773352 DOI: 10.1089/Cmb.1998.5.585 |
0.297 |
|
| 1989 |
Hastie T. [Flexible Parsimonious Smoothing and Additive Modeling]: Discussion Technometrics. 31: 23. DOI: 10.2307/1270360 |
0.296 |
|
| 1991 |
Kishon E, Hastie T, Wolfson H. 3-D curve matching using splines Journal of Robotic Systems. 8: 723-743. DOI: 10.1002/Rob.4620080602 |
0.295 |
|
| 2014 |
Viladomat J, Mazumder R, McInturff A, McCauley DJ, Hastie T. Assessing the significance of global and local correlations under spatial autocorrelation: a nonparametric approach. Biometrics. 70: 409-18. PMID 24571609 DOI: 10.1111/Biom.12139 |
0.293 |
|
| 2000 |
Hastie T, Tibshirani R, Eisen MB, Alizadeh A, Levy R, Staudt L, Chan WC, Botstein D, Brown P. 'Gene shaving' as a method for identifying distinct sets of genes with similar expression patterns. Genome Biology. 1: RESEARCH0003. PMID 11178228 DOI: 10.1186/Gb-2000-1-2-Research0003 |
0.291 |
|
| 2018 |
Powers S, Qian J, Jung K, Schuler A, Shah NH, Hastie T, Tibshirani R. Some methods for heterogeneous treatment effect estimation in high dimensions. Statistics in Medicine. PMID 29508417 DOI: 10.1002/Sim.7623 |
0.289 |
|
| 2010 |
Greenacre M, Hastie T. Dynamic visualization of statistical learning in the context of high-dimensional textual data Journal of Web Semantics. 8: 163-168. DOI: 10.1016/J.Websem.2010.03.007 |
0.286 |
|
| 2019 |
Zhao Q, Hastie T. CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS. Journal of Business & Economic Statistics : a Publication of the American Statistical Association. 2019. PMID 33132490 DOI: 10.1080/07350015.2019.1624293 |
0.282 |
|
| 2006 |
Lau KF, Wang A, Chew K, Dai H, Hastie T, Brandt B, Waldman F, Sninsky J. An RT-PCR-based multi-gene prognostic signature predicts distant metastasis of node negative, ER positive breast cancer from FFPE sections Journal of Clinical Oncology. 24: 506-506. DOI: 10.1200/Jco.2006.24.18_Suppl.506 |
0.281 |
|
| 2015 |
Ku JP, Hicks JL, Hastie T, Leskovec J, Ré C, Delp SL. The Mobilize Center: an NIH big data to knowledge center to advance human movement research and improve mobility. Journal of the American Medical Informatics Association : Jamia. PMID 26272077 DOI: 10.1093/Jamia/Ocv071 |
0.278 |
|
| 1999 |
Hastie T, Ikeda D, Tibshirani R. Statistical Measures for the Computer-Aided Diagnosis of Mammographic Masses Journal of Computational and Graphical Statistics. 8: 531-543. DOI: 10.1080/10618600.1999.10474830 |
0.278 |
|
| 1993 |
Hastie T, Mallows C. [A Statistical View of Some Chemometrics Regression Tools]: Discussion Technometrics. 35: 140. DOI: 10.2307/1269658 |
0.278 |
|
| 2018 |
Boyd N, Hastie T, Boyd S, Recht B, Jordan MI. Saturating Splines and Feature Selection. Journal of Machine Learning Research : Jmlr. 18. PMID 31007630 |
0.276 |
|
| 1994 |
Hastie T. Discussion: The Use of Polynomial Splines and their Tensor Products in Multivariate Function Estimation The Annals of Statistics. 22: 177-179. DOI: 10.1214/Aos/1176325363 |
0.276 |
|
| 2003 |
Sorlie T, Tibshirani R, Parker J, Hastie T, Marron JS, Nobel A, Deng S, Johnsen H, Pesich R, Geisler S, Demeter J, Perou CM, Lønning PE, Brown PO, Børresen-Dale AL, et al. Repeated observation of breast tumor subtypes in independent gene expression data sets. Proceedings of the National Academy of Sciences of the United States of America. 100: 8418-23. PMID 12829800 DOI: 10.1073/Pnas.0932692100 |
0.274 |
|
| 2013 |
Hastie T, Fithian W. Inference from presence-only data; the ongoing controversy. Ecography. 36: 864-867. PMID 25492992 DOI: 10.1111/J.1600-0587.2013.00321.X |
0.273 |
|
| 2008 |
Leathwick J, Moilanen A, Francis M, Elith J, Taylor P, Julian K, Hastie T, Duffy C. Novel methods for the design and evaluation of marine protected areas in offshore waters Conservation Letters. 1: 91-102. DOI: 10.1111/J.1755-263X.2008.00012.X |
0.271 |
|
| 2023 |
Tay JK, Narasimhan B, Hastie T. Elastic Net Regularization Paths for All Generalized Linear Models. Journal of Statistical Software. 106. PMID 37138589 DOI: 10.18637/jss.v106.i01 |
0.27 |
|
| 2008 |
Leathwick JR, Elith J, Chadderton WL, Rowe D, Hastie T. Dispersal, disturbance and the contrasting biogeographies of New Zealand's diadromous and non-diadromous fish species Journal of Biogeography. 35: 1481-1497. DOI: 10.1111/J.1365-2699.2008.01887.X |
0.269 |
|
| 1988 |
Hastie T, Tibshirani R. [Monotone Regression Splines in Action]: Comment Statistical Science. 3: 450-456. DOI: 10.1214/Ss/1177012764 |
0.269 |
|
| 2005 |
Ormoneit D, Black MJ, Hastie T, Kjellström H. Representing cyclic human motion using functional analysis Image and Vision Computing. 23: 1264-1276. DOI: 10.1016/J.Imavis.2005.09.004 |
0.268 |
|
| 2008 |
Nuyten DS, Hastie T, Chi JT, Chang HY, van de Vijver MJ. Combining biological gene expression signatures in predicting outcome in breast cancer: An alternative to supervised classification. European Journal of Cancer (Oxford, England : 1990). 44: 2319-29. PMID 18715778 DOI: 10.1016/J.Ejca.2008.07.015 |
0.268 |
|
| 2001 |
Sørlie T, Perou CM, Tibshirani R, Aas T, Geisler S, Johnsen H, Hastie T, Eisen MB, van de Rijn M, Jeffrey SS, Thorsen T, Quist H, Matese JC, Brown PO, Botstein D, et al. Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications. Proceedings of the National Academy of Sciences of the United States of America. 98: 10869-74. PMID 11553815 DOI: 10.1073/Pnas.191367098 |
0.268 |
|
| 2020 |
Qian J, Tanigawa Y, Du W, Aguirre M, Chang C, Tibshirani R, Rivas MA, Hastie T. A fast and scalable framework for large-scale and ultrahigh-dimensional sparse regression with application to the UK Biobank. Plos Genetics. 16: e1009141. PMID 33095761 DOI: 10.1371/journal.pgen.1009141 |
0.267 |
|
| 2010 |
Beck AH, Lee CH, Witten DM, Gleason BC, Edris B, Espinosa I, Zhu S, Li R, Montgomery KD, Marinelli RJ, Tibshirani R, Hastie T, Jablons DM, Rubin BP, Fletcher CD, et al. Discovery of molecular subtypes in leiomyosarcoma through integrative molecular profiling. Oncogene. 29: 845-54. PMID 19901961 DOI: 10.1038/Onc.2009.381 |
0.266 |
|
| 1991 |
Buja A, Duffy D, Hastie T, Tibshirani R. Discussion: Multivariate Adaptive Regression Splines The Annals of Statistics. 19: 93-99. DOI: 10.1214/Aos/1176347967 |
0.265 |
|
| 2004 |
Tibshirani R, Hastie T, Narasimhan B, Soltys S, Shi G, Koong A, Le QT. Sample classification from protein mass spectrometry, by 'peak probability contrasts'. Bioinformatics (Oxford, England). 20: 3034-44. PMID 15226172 DOI: 10.1093/Bioinformatics/Bth357 |
0.265 |
|
| 2005 |
Chang HY, Nuyten DS, Sneddon JB, Hastie T, Tibshirani R, Sørlie T, Dai H, He YD, van't Veer LJ, Bartelink H, van de Rijn M, Brown PO, van de Vijver MJ. Robustness, scalability, and integration of a wound-response gene expression signature in predicting breast cancer survival. Proceedings of the National Academy of Sciences of the United States of America. 102: 3738-43. PMID 15701700 DOI: 10.1073/Pnas.0409462102 |
0.264 |
|
| 1998 |
Hastie T, Simard PY. Metrics and Models for Handwritten Character Recognition Statistical Science. 13: 54-65. DOI: 10.1007/978-3-0348-8930-8_16 |
0.264 |
|
| 2009 |
Witten DM, Tibshirani R, Hastie T. A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biostatistics (Oxford, England). 10: 515-34. PMID 19377034 DOI: 10.1093/Biostatistics/Kxp008 |
0.261 |
|
| 2016 |
Ioannidis NM, Rothstein JH, Pejaver V, Middha S, McDonnell SK, Baheti S, Musolf A, Li Q, Holzinger E, Karyadi D, Cannon-Albright LA, Teerlink CC, Stanford JL, Isaacs WB, Xu J, ... ... Hastie T, et al. REVEL: an Ensemble Method for Predicting the Pathogenicity of Rare Missense Variants. American Journal of Human Genetics. PMID 27666373 DOI: 10.1016/J.Ajhg.2016.08.016 |
0.261 |
|
| 2006 |
Buess M, Nuyten D, Hastie T, Brown PO. Effects of tumor stroma interaction on global gene expression in breast cancer Journal of Clinical Oncology. 24: 10006-10006. DOI: 10.1200/Jco.2006.24.18_Suppl.10006 |
0.259 |
|
| 2019 |
Tanigawa Y, Li J, Justesen JM, Horn H, Aguirre M, DeBoever C, Chang C, Narasimhan B, Lage K, Hastie T, Park CY, Bejerano G, Ingelsson E, Rivas MA. Components of genetic associations across 2,138 phenotypes in the UK Biobank highlight adipocyte biology. Nature Communications. 10: 4064. PMID 31492854 DOI: 10.1038/S41467-019-11953-9 |
0.258 |
|
| 2007 |
Buess M, Nuyten DS, Hastie T, Nielsen T, Pesich R, Brown PO. Characterization of heterotypic interaction effects in vitro to deconvolute global gene expression profiles in cancer. Genome Biology. 8: R191. PMID 17868458 DOI: 10.1186/Gb-2007-8-9-R191 |
0.257 |
|
| 2020 |
Li R, Chang C, Justesen JM, Tanigawa Y, Qiang J, Hastie T, Rivas MA, Tibshirani R. Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank. Biostatistics (Oxford, England). PMID 32989444 DOI: 10.1093/biostatistics/kxaa038 |
0.255 |
|
| 2008 |
Jensen KC, Turbin DA, Leung S, Miller MA, Johnson K, Norris B, Hastie T, McKinney S, Nielsen TO, Huntsman DG, Gilks CB, West RB. New cutpoints to identify increased HER2 copy number: analysis of a large, population-based cohort with long-term follow-up. Breast Cancer Research and Treatment. 112: 453-9. PMID 18193353 DOI: 10.1007/S10549-007-9887-Y |
0.255 |
|
| 2022 |
Qian J, Tanigawa Y, Li R, Tibshirani R, Rivas MA, Hastie T. LARGE-SCALE MULTIVARIATE SPARSE REGRESSION WITH APPLICATIONS TO UK BIOBANK. The Annals of Applied Statistics. 16: 1891-1918. PMID 36091495 DOI: 10.1214/21-aoas1575 |
0.248 |
|
| 2007 |
Chi JT, Rodriguez EH, Wang Z, Nuyten DS, Mukherjee S, van de Rijn M, van de Vijver MJ, Hastie T, Brown PO. Gene expression programs of human smooth muscle cells: tissue-specific differentiation and prognostic significance in breast cancers. Plos Genetics. 3: 1770-84. PMID 17907811 DOI: 10.1371/Journal.Pgen.0030164 |
0.247 |
|
| 2016 |
Low YS, Daugherty AC, Schroeder EA, Chen W, Seto T, Weber S, Lim M, Hastie T, Mathur M, Desai M, Farrington C, Radin AA, Sirota M, Kenkare P, Thompson CA, et al. Synergistic drug combinations from electronic health records and gene expression. Journal of the American Medical Informatics Association : Jamia. PMID 27940607 DOI: 10.1093/Jamia/Ocw161 |
0.247 |
|
| 2003 |
Schaner ME, Ross DT, Ciaravino G, Sorlie T, Troyanskaya O, Diehn M, Wang YC, Duran GE, Sikic TL, Caldeira S, Skomedal H, Tu IP, Hernandez-Boussard T, Johnson SW, O'Dwyer PJ, ... ... Hastie T, et al. Gene expression patterns in ovarian carcinomas. Molecular Biology of the Cell. 14: 4376-86. PMID 12960427 DOI: 10.1091/Mbc.E03-05-0279 |
0.246 |
|
| 2006 |
Chi JT, Wang Z, Nuyten DS, Rodriguez EH, Schaner ME, Salim A, Wang Y, Kristensen GB, Helland A, Børresen-Dale AL, Giaccia A, Longaker MT, Hastie T, Yang GP, van de Vijver MJ, et al. Gene expression programs in response to hypoxia: cell type specificity and prognostic significance in human cancers. Plos Medicine. 3: e47. PMID 16417408 DOI: 10.1371/Journal.Pmed.0030047 |
0.245 |
|
| 2019 |
Rowland CM, Shiffman D, Caulfield M, Garcia V, Melander O, Hastie T. Association of cardiovascular events and lipoprotein particle size: Development of a risk score based on functional data analysis. Plos One. 14: e0213172. PMID 30845215 DOI: 10.1371/Journal.Pone.0213172 |
0.244 |
|
| 2008 |
Tutt A, Wang A, Rowland C, Gillett C, Lau K, Chew K, Dai H, Kwok S, Ryder K, Shu H, Springall R, Cane P, McCallie B, Kam-Morgan L, Anderson S, ... ... Hastie T, et al. Risk estimation of distant metastasis in node-negative, estrogen receptor-positive breast cancer patients using an RT-PCR based prognostic expression signature. Bmc Cancer. 8: 339. PMID 19025599 DOI: 10.1186/1471-2407-8-339 |
0.243 |
|
| 2010 |
Shen-Orr SS, Tibshirani R, Khatri P, Bodian DL, Staedtler F, Perry NM, Hastie T, Sarwal MM, Davis MM, Butte AJ. Cell type-specific gene expression differences in complex tissues. Nature Methods. 7: 287-9. PMID 20208531 DOI: 10.1038/Nmeth.1439 |
0.242 |
|
| 2008 |
Zou H, Zhu J, Hastie T. New multicategory boosting algorithms based on multicategory fisher-consistent losses Annals of Applied Statistics. 2: 1290-1306. DOI: 10.1214/08-AOAS198 |
0.241 |
|
| 2016 |
Goldstein-Piekarski AN, Korgaonkar MS, Green E, Suppes T, Schatzberg AF, Hastie T, Nemeroff CB, Williams LM. Human amygdala engagement moderated by early life stress exposure is a biobehavioral target for predicting recovery on antidepressants. Proceedings of the National Academy of Sciences of the United States of America. 113: 11955-11960. PMID 27791054 DOI: 10.1073/Pnas.1606671113 |
0.236 |
|
| 2006 |
Buess M, Nuyten DS, Hastie T, Brown PO. P17. Effects of tumor–stroma interaction on global gene expression in breast cancer European Journal of Cancer Supplements. 4: 33. DOI: 10.1016/J.Ejcsup.2006.04.077 |
0.234 |
|
| 2005 |
Rødningen OK, Overgaard J, Alsner J, Hastie T, Børresen-Dale AL. Microarray analysis of the transcriptional response to single or multiple doses of ionizing radiation in human subcutaneous fibroblasts. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 77: 231-40. PMID 16297999 DOI: 10.1016/J.Radonc.2005.09.020 |
0.234 |
|
| 2017 |
Shcherbina A, Mattsson CM, Waggott D, Salisbury H, Christle JW, Hastie T, Wheeler MT, Ashley EA. Accuracy in Wrist-Worn, Sensor-Based Measurements of Heart Rate and Energy Expenditure in a Diverse Cohort. Journal of Personalized Medicine. 7. PMID 28538708 DOI: 10.3390/Jpm7020003 |
0.232 |
|
| 2019 |
Bui NQ, Przybyl J, Trabucco SE, Frampton G, Hastie T, van de Rijn M, Ganjoo KN. A clinico-genomic analysis of soft tissue sarcoma patients reveals CDKN2A deletion as a biomarker for poor prognosis. Clinical Sarcoma Research. 9: 12. PMID 31528332 DOI: 10.1186/S13569-019-0122-5 |
0.231 |
|
| 2012 |
Cross DS, McCarty CA, Hytopoulos E, Beggs M, Nolan N, Harrington DS, Hastie T, Tibshirani R, Tracy RP, Psaty BM, McClelland R, Tsao PS, Quertermous T. Coronary risk assessment among intermediate risk patients using a clinical and biomarker based algorithm developed and validated in two population cohorts. Current Medical Research and Opinion. 28: 1819-30. PMID 23092312 DOI: 10.1185/03007995.2012.742878 |
0.23 |
|
| 2018 |
Pataki CI, Rodrigues J, Zhang L, Qian J, Efron B, Hastie T, Elias JE, Levitt M, Kopito RR. Proteomic analysis of monolayer-integrated proteins on lipid droplets identifies amphipathic interfacial α-helical membrane anchors. Proceedings of the National Academy of Sciences of the United States of America. PMID 30104359 DOI: 10.1073/Pnas.1807981115 |
0.23 |
|
| 2005 |
Rødningen O, Alsner J, Hastie T, Overgaard J, Børresen-Dale A. Application of microarray analyses to identify genes involved in radiation-induced fibrosis Breast Cancer Research. 7. DOI: 10.1186/Bcr1151 |
0.229 |
|
| 2015 |
Guo X, Jo VY, Mills AM, Zhu SX, Lee CH, Espinosa I, Nucci MR, Varma S, Forgó E, Hastie T, Anderson S, Ganjoo K, Beck AH, West RB, Fletcher CD, et al. Clinically Relevant Molecular Subtypes in Leiomyosarcoma. Clinical Cancer Research : An Official Journal of the American Association For Cancer Research. PMID 25896974 DOI: 10.1158/1078-0432.Ccr-14-3141 |
0.229 |
|
| 1989 |
Hastie TJ, Botha JL, Schnitzler CM. Regression with an ordered categorical response. Statistics in Medicine. 8: 785-94. PMID 2772438 DOI: 10.1002/sim.4780080703 |
0.229 |
|
| 1982 |
Commerford PJ, Hastie T, Beck W. Closed mitral valvotomy: actuarial analysis of results in 654 patients over 12 years and analysis of preoperative predictors of long-term survival. The Annals of Thoracic Surgery. 33: 473-9. PMID 7082084 DOI: 10.1016/S0003-4975(10)60788-6 |
0.228 |
|
| 2001 |
Eliez S, Blasey CM, Freund LS, Hastie T, Reiss AL. Brain anatomy, gender and IQ in children and adolescents with fragile X syndrome. Brain : a Journal of Neurology. 124: 1610-8. PMID 11459752 DOI: 10.1093/Brain/124.8.1610 |
0.222 |
|
| 2002 |
Zhao H, Hastie T, Whitfield ML, Børresen-Dale AL, Jeffrey SS. Optimization and evaluation of T7 based RNA linear amplification protocols for cDNA microarray analysis. Bmc Genomics. 3: 31. PMID 12445333 DOI: 10.1186/1471-2164-3-31 |
0.219 |
|
| 2008 |
Rødningen OK, Børresen-Dale AL, Alsner J, Hastie T, Overgaard J. Radiation-induced gene expression in human subcutaneous fibroblasts is predictive of radiation-induced fibrosis. Radiotherapy and Oncology : Journal of the European Society For Therapeutic Radiology and Oncology. 86: 314-20. PMID 17963910 DOI: 10.1016/J.Radonc.2007.09.013 |
0.219 |
|
| 2020 |
Protsiv M, Ley C, Lankester J, Hastie T, Parsonnet J. Decreasing human body temperature in the United States since the industrial revolution. Elife. 9. PMID 31908267 DOI: 10.7554/Elife.49555 |
0.218 |
|
| 2016 |
Mezer A, Rokem A, Berman S, Hastie T, Wandell BA. Evaluating quantitative proton-density-mapping methods. Human Brain Mapping. PMID 27273015 DOI: 10.1002/Hbm.23264 |
0.217 |
|
| 2003 |
Gao SZ, Chaparro SV, Perlroth M, Montoya JG, Miller JL, DiMiceli S, Hastie T, Oyer PE, Schroeder J. Post-transplantation lymphoproliferative disease in heart and heart-lung transplant recipients: 30-year experience at Stanford University. The Journal of Heart and Lung Transplantation : the Official Publication of the International Society For Heart Transplantation. 22: 505-14. PMID 12742411 DOI: 10.1016/S1053-2498(02)01229-9 |
0.213 |
|
| 2002 |
Biswal S, Hastie T, Andriacchi TP, Bergman GA, Dillingham MF, Lang P. Risk factors for progressive cartilage loss in the knee: a longitudinal magnetic resonance imaging study in forty-three patients. Arthritis and Rheumatism. 46: 2884-92. PMID 12428228 DOI: 10.1002/Art.10573 |
0.212 |
|
| 2021 |
Gao Z, Hastie T, Tibshirani R. Assessment of heterogeneous treatment effect estimation accuracy via matching. Statistics in Medicine. PMID 33915600 DOI: 10.1002/sim.9010 |
0.208 |
|
| 2004 |
Bartlett PL, Bickel PJ, Bühlmann P, Freund Y, Friedman J, Hastie T, Jiang W, Jordan MJ, Koltchinskii V, Lugosi G, McAuliffe JD, Ritov Y, Rosset S, Schapire RE, Tibshirani R, et al. Discussions of boosting papers, and rejoinders The Annals of Statistics. 32: 85-134. DOI: 10.1214/Aos/1105988581 |
0.205 |
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| 2010 |
Mazumder R, Hastie T, Tibshirani R. Spectral Regularization Algorithms for Learning Large Incomplete Matrices. Journal of Machine Learning Research : Jmlr. 11: 2287-2322. PMID 21552465 |
0.205 |
|
| 2018 |
Przybyl J, Kidzinski L, Hastie T, Debiec-Rychter M, Nusse R, van de Rijn M. Gene expression profiling of low-grade endometrial stromal sarcoma indicates fusion protein-mediated activation of the Wnt signaling pathway. Gynecologic Oncology. PMID 29544705 DOI: 10.1016/J.Ygyno.2018.03.007 |
0.203 |
|
| 2016 |
Contopoulos-Ioannidis DG, Ley C, Wang W, Ma T, Olson C, Shi X, Luft HS, Hastie T, Parsonnet J. Effect of long-term antibiotic use on weight in adolescents with acne. The Journal of Antimicrobial Chemotherapy. PMID 26782773 DOI: 10.1093/Jac/Dkv455 |
0.201 |
|
| 2015 |
Fithian W, Elith J, Hastie T, Keith DA. Bias correction in species distribution models: Pooling survey and collection data for multiple species Methods in Ecology and Evolution. 6: 424-438. DOI: 10.1111/2041-210X.12242 |
0.201 |
|
| 2012 |
Mell M, White JJ, Hill BB, Hastie T, Dalman RL. No increased mortality with early aortic aneurysm disease. Journal of Vascular Surgery. 56: 1246-51. PMID 22832264 DOI: 10.1016/J.Jvs.2012.04.023 |
0.2 |
|
| 2015 |
Janson L, Fithian W, Hastie TJ. Effective degrees of freedom: a flawed metaphor. Biometrika. 102: 479-485. PMID 26977114 DOI: 10.1093/biomet/asv019 |
0.199 |
|
| 1999 |
Heidenreich PA, McDonald KM, Hastie T, Fadel B, Hagan V, Lee BK, Hlatky MA. Meta-analysis of trials comparing beta-blockers, calcium antagonists, and nitrates for stable angina. Jama. 281: 1927-36. PMID 10349897 DOI: 10.1001/Jama.281.20.1927 |
0.199 |
|
| 2016 |
Jo B, Findling RL, Wang CP, Hastie TJ, Youngstrom EA, Arnold LE, Fristad MA, Horwitz SM. Targeted use of growth mixture modeling: a learning perspective. Statistics in Medicine. PMID 27804177 DOI: 10.1002/Sim.7152 |
0.199 |
|
| 2005 |
Taylor Tavares AL, Jefferis GS, Koop M, Hill BC, Hastie T, Heit G, Bronte-Stewart HM. Quantitative measurements of alternating finger tapping in Parkinson's disease correlate with UPDRS motor disability and reveal the improvement in fine motor control from medication and deep brain stimulation. Movement Disorders : Official Journal of the Movement Disorder Society. 20: 1286-98. PMID 16001401 DOI: 10.1002/Mds.20556 |
0.198 |
|
| 2021 |
Tuzhilina E, Tozzi L, Hastie T. Canonical correlation analysis in high dimensions with structured regularization. Statistical Modelling. 23: 203-227. PMID 37334164 DOI: 10.1177/1471082x211041033 |
0.197 |
|
| 1999 |
Bachrach LK, Hastie T, Wang MC, Narasimhan B, Marcus R. Bone mineral acquisition in healthy Asian, Hispanic, black, and Caucasian youth: A longitudinal study Journal of Clinical Endocrinology and Metabolism. 84: 4702-4712. PMID 10599739 DOI: 10.1210/Jcem.84.12.6182 |
0.195 |
|
| 2000 |
HEIDENREICH PA, MCDONALD KM, HASTIE T, FADEL B, HAGAN V, LEE BK, HLATKY MA. Meta-Analysis of Trials Comparing β-Blockers, Calcium Antagonists, and Nitrates for Stable Angina Survey of Anesthesiology. 44: 102-103. DOI: 10.1097/00132586-200004000-00039 |
0.195 |
|
| 2020 |
Chin ET, Huynh BQ, Lo NC, Hastie T, Basu S. Projected geographic disparities in healthcare worker absenteeism from COVID-19 school closures and the economic feasibility of child care subsidies: a simulation study. Bmc Medicine. 18: 218. PMID 32664927 DOI: 10.1186/S12916-020-01692-W |
0.195 |
|
| 2003 |
Yee TW, Hastie TJ. Reduced-rank vector generalized linear models Statistical Modelling: An International Journal. 3: 15-41. DOI: 10.1191/1471082X03st045oa |
0.194 |
|
| 2014 |
Wager S, Hastie T, Efron B. Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife. Journal of Machine Learning Research : Jmlr. 15: 1625-1651. PMID 25580094 |
0.192 |
|
| 2007 |
Ping L, Hastie TJ, Church KW. Nonlinear estimators and tail bounds for dimension reduction in using cauchy random projections Journal of Machine Learning Research. 8: 2497-2532. |
0.192 |
|
| 2007 |
Gerson LB, Ullah N, Hastie T, Goldstein MK. Does cancer risk affect health-related quality of life in patients with Barrett's esophagus? Gastrointestinal Endoscopy. 65: 16-25. PMID 17185075 DOI: 10.1016/J.Gie.2006.05.018 |
0.192 |
|
| 2002 |
Hessl D, Glaser B, Dyer-Friedman J, Blasey C, Hastie T, Gunnar M, Reiss AL. Cortisol and behavior in fragile X syndrome. Psychoneuroendocrinology. 27: 855-72. PMID 12183220 DOI: 10.1016/S0306-4530(01)00087-7 |
0.191 |
|
| 2019 |
Protsiv M, Ley C, Lankester J, Hastie T, Parsonnet J. Author response: Decreasing human body temperature in the United States since the Industrial Revolution Elife. DOI: 10.7554/Elife.49555.Sa2 |
0.191 |
|
| 2005 |
Gerson LB, Ullah N, Hastie T, Triadafilopoulos G, Goldstein M. Patient-derived health state utilities for gastroesophageal reflux disease. The American Journal of Gastroenterology. 100: 524-33. PMID 15743346 DOI: 10.1111/J.1572-0241.2005.40588.X |
0.19 |
|
| 2004 |
Romanelli P, Heit G, Hill BC, Kraus A, Hastie T, Brontë-Stewart HM. Microelectrode recording revealing a somatotopic body map in the subthalamic nucleus in humans with Parkinson disease. Journal of Neurosurgery. 100: 611-8. PMID 15070113 DOI: 10.3171/Jns.2004.100.4.0611 |
0.19 |
|
| 2007 |
Li P, Hastie TJ, Church KW. Nonlinear estimators and tail bounds for dimension reduction in l 1 using cauchy random projections Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4539: 514-529. |
0.188 |
|
| 2003 |
Timek TA, Lai DT, Tibayan F, Liang D, Daughters GT, Dagum P, Zasio MK, Lo S, Hastie T, Ingels NB, Miller DC. Ischemia in three left ventricular regions: Insights into the pathogenesis of acute ischemic mitral regurgitation. The Journal of Thoracic and Cardiovascular Surgery. 125: 559-69. PMID 12658198 DOI: 10.1067/Mtc.2003.43 |
0.188 |
|
| 2000 |
Tibshirani R, Hastie T. authors Statistical Science. 15: 196-223. DOI: 10.1214/Ss/1009212815 |
0.187 |
|
| 1985 |
Hastie T, Tibshirani R. Discussion: Projection Pursuit The Annals of Statistics. 13: 502-508. DOI: 10.1214/Aos/1176349528 |
0.186 |
|
| 2012 |
Mazumder R, Hastie T. Exact Covariance Thresholding into Connected Components for Large-Scale Graphical Lasso. Journal of Machine Learning Research : Jmlr. 13: 781-794. PMID 25392704 |
0.184 |
|
| 2020 |
Kim RK, Gao Z, Hastie T, Obal D. Perioperative analgesic administration during the 2018 parenteral opioid shortage in the United States - A retrospective analysis. Journal of Clinical Anesthesia. 66: 109892. PMID 32502773 DOI: 10.1016/J.Jclinane.2020.109892 |
0.183 |
|
| 2020 |
Culos A, Tsai AS, Stanley N, Becker M, Ghaemi MS, McIlwain DR, Fallahzadeh R, Tanada A, Nassar H, Espinosa C, Xenochristou M, Ganio E, Peterson L, Han X, Stelzer IA, ... ... Hastie T, et al. Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions. Nature Machine Intelligence. 2: 619-628. PMID 33294774 DOI: 10.1038/s42256-020-00232-8 |
0.183 |
|
| 1984 |
Hastie TJ. Graphical Methods for Assessing Logistic Regression Models: Comment Journal of the American Statistical Association. 79: 77. DOI: 10.2307/2288337 |
0.182 |
|
| 2016 |
Jo B, Findling RL, Hastie TJ, Youngstrom EA, Wang CP, Arnold LE, Fristad MA, Frazier TW, Birmaher B, Gill MK, Horwitz SM. Construction of longitudinal prediction targets using semisupervised learning. Statistical Methods in Medical Research. 962280216684163. PMID 28067113 DOI: 10.1177/0962280216684163 |
0.175 |
|
| 1993 |
Hastie T, Loader C. Rejoinder Statistical Science. 8: 139-143. DOI: 10.1214/Ss/1177011005 |
0.174 |
|
| 2005 |
Beineke P, Hastie T, Manning C, Vaithyanathan S. Exploring sentiment summarization Aaai Spring Symposium - Technical Report. 12-15. |
0.173 |
|
| 2001 |
Chaparro S, Gao S, Perlroth M, Montoya J, Hastie T, Miller JL, Oyer PE, Schroeder J. Posttransplantation lymphoproliferative disease in heart and heart-lung transplant recipients: thirty years experience at our hospital. The Journal of Heart and Lung Transplantation : the Official Publication of the International Society For Heart Transplantation. 20: 258. PMID 11250519 DOI: 10.1016/S1053-2498(00)00593-3 |
0.173 |
|
| 2022 |
Tanigawa Y, Qian J, Venkataraman G, Justesen JM, Li R, Tibshirani R, Hastie T, Rivas MA. Significant sparse polygenic risk scores across 813 traits in UK Biobank. Plos Genetics. 18: e1010105. PMID 35324888 DOI: 10.1371/journal.pgen.1010105 |
0.167 |
|
| 1991 |
Brown RA, Hastie TJ, Tibshirani RJ. Generalized Additive Models. Biometrics. 47: 785. DOI: 10.2307/2532174 |
0.166 |
|
| 1986 |
Hastie T, Tibshirani R. Generalized Additive Models Statistical Science. 1: 297-310. DOI: 10.1214/ss/1177013604 |
0.166 |
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| 2015 |
Lee JD, Hastie TJ. Learning the Structure of Mixed Graphical Models. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 24: 230-253. PMID 26085782 DOI: 10.1080/10618600.2014.900500 |
0.166 |
|
| 2023 |
Tay JK, Aghaeepour N, Hastie T, Tibshirani R. Feature-weighted elastic net: using "features of features" for better prediction. Statistica Sinica. 33: 259-279. PMID 37102071 DOI: 10.5705/ss.202020.0226 |
0.163 |
|
| 2023 |
Jo B, Hastie TJ, Li Z, Youngstrom EA, Findling RL, Horwitz SM. Reorienting Latent Variable Modeling for Supervised Learning. Multivariate Behavioral Research. 1-15. PMID 37229653 DOI: 10.1080/00273171.2023.2182753 |
0.162 |
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| 2013 |
Lee JD, Hastie TJ. Structure learning of mixed graphical models Journal of Machine Learning Research. 31: 388-396. |
0.16 |
|
| 2015 |
Hastie T, Mazumder R, Lee JD, Zadeh R. Matrix completion and low-rank SVD via fast alternating least squares Journal of Machine Learning Research. 16: 3367-3402. |
0.151 |
|
| 2015 |
Hastie T, Mazumder R, Lee JD, Zadeh R. Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares. Journal of Machine Learning Research : Jmlr. 16: 3367-3402. PMID 31130828 |
0.15 |
|
| 2009 |
Li P, Hastie TJ. A unified near-optimal estimator for dimension reduction in l α (0 < α ≥ 2) using stable random projections Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. |
0.147 |
|
| 2021 |
Li R, Tanigawa Y, Justesen JM, Taylor J, Hastie T, Tibshirani R, Rivas MA. Survival Analysis on Rare Events Using Group-Regularized Multi-Response Cox Regression. Bioinformatics (Oxford, England). PMID 33560296 DOI: 10.1093/bioinformatics/btab095 |
0.146 |
|
| 2007 |
Li P, Church KW, Hastie TJ. Conditional random sampling: A sketch-based sampling technique for sparse data Advances in Neural Information Processing Systems. 873-880. |
0.144 |
|
| 2005 |
Hastie T, Rosset S, Tibshirani R, Zhu J. The entire regularization path for the support vector machine Advances in Neural Information Processing Systems. |
0.143 |
|
| 2020 |
Tuzhilina E, Hastie TJ, Segal MR. Principal curve approaches for inferring 3D chromatin architecture. Biostatistics (Oxford, England). PMID 33221831 DOI: 10.1093/biostatistics/kxaa046 |
0.143 |
|
| 2018 |
Halilaj E, Le Y, Hicks JL, Hastie TJ, Delp SL. Modeling and Predicting Osteoarthritis Progression: Data from the Osteoarthritis Initiative. Osteoarthritis and Cartilage. PMID 30130590 DOI: 10.1016/j.joca.2018.08.003 |
0.141 |
|
| 2004 |
Dominici F, McDermott A, Hastie TJ. Improved semiparametric time series models of air pollution and mortality Journal of the American Statistical Association. 99: 938-948. DOI: 10.1198/016214504000000656 |
0.14 |
|
| 2021 |
Tozzi L, Tuzhilina E, Glasser MF, Hastie TJ, Williams LM. Relating whole-brain functional connectivity to self-reported negative emotion in a large sample of young adults using group regularized canonical correlation analysis. Neuroimage. 118137. PMID 33951512 DOI: 10.1016/j.neuroimage.2021.118137 |
0.139 |
|
| 2006 |
Li P, Hastie TJ, Church KW. Improving random projections using marginal information Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4005: 635-649. |
0.139 |
|
| 2021 |
Li R, Chang C, Justesen JM, Tanigawa Y, Qian J, Hastie T, Rivas MA, Tibshirani R. Corrigendum to: Fast Lasso method for large-scale and ultrahigh-dimensional Cox model with applications to UK Biobank. Biostatistics (Oxford, England). PMID 34269393 DOI: 10.1093/biostatistics/kxab019 |
0.138 |
|
| 2018 |
Gensheimer MF, Henry AS, Wood DJ, Hastie TJ, Aggarwal S, Dudley SA, Pradhan P, Banerjee I, Cho E, Ramchandran K, Pollom E, Koong AC, Rubin DL, Chang DT. Automated Survival Prediction in Metastatic Cancer Patients Using High-Dimensional Electronic Medical Record Data. Journal of the National Cancer Institute. PMID 30346554 DOI: 10.1093/Annonc/Mdy295.001 |
0.136 |
|
| 2018 |
Halilaj E, Rajagopal A, Fiterau M, Hicks JL, Hastie TJ, Delp SL. Machine learning in human movement biomechanics: Best practices, common pitfalls, and new opportunities. Journal of Biomechanics. PMID 30279002 DOI: 10.1016/j.jbiomech.2018.09.009 |
0.135 |
|
| 2001 |
James GM, Hastie TJ. Functional linear discriminant analysis for irregularly sampled curves Journal of the Royal Statistical Society: Series B (Statistical Methodology). 63: 533-550. DOI: 10.1111/1467-9868.00297 |
0.134 |
|
| 2004 |
Rosset S, Zhu J, Hastie T. Boosting as a regularized path to a maximum margin classifier Journal of Machine Learning Research. 5: 941-973. |
0.13 |
|
| 2015 |
Paskov HS, Mitchell JC, Hastie TJ. Fast algorithms for learning with long N-grams via suffix tree based matrix multiplication Uncertainty in Artificial Intelligence - Proceedings of the 31st Conference, Uai 2015. 672-681. |
0.128 |
|
| 2014 |
Paskov HS, Mitchell JC, Hastie TJ. An efficient algorithm for large scale compressive feature learning Journal of Machine Learning Research. 33: 760-768. |
0.126 |
|
| 2006 |
Li P, Hastie TJ, Church KW. Very sparse random projections Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2006: 287-296. |
0.123 |
|
| 2020 |
Hastie T. Ridge Regularization: An Essential Concept in Data Science. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 62: 426-433. PMID 36033922 DOI: 10.1080/00401706.2020.1791959 |
0.122 |
|
| 2020 |
Hastie T. Ridge Regularization: An Essential Concept in Data Science. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 62: 426-433. PMID 36033922 DOI: 10.1080/00401706.2020.1791959 |
0.122 |
|
| 2024 |
He Z, Chu B, Yang J, Gu J, Chen Z, Liu L, Morrison T, Belloy ME, Qi X, Hejazi N, Mathur M, Le Guen Y, Tang H, Hastie T, Ionita-Laza I, et al. In silico identification of putative causal genetic variants. Biorxiv : the Preprint Server For Biology. PMID 38464202 DOI: 10.1101/2024.02.28.582621 |
0.12 |
|
| 2021 |
Dunn J, Kidzinski L, Runge R, Witt D, Hicks JL, Schüssler-Fiorenza Rose SM, Li X, Bahmani A, Delp SL, Hastie T, Snyder MP. Wearable sensors enable personalized predictions of clinical laboratory measurements. Nature Medicine. PMID 34031607 DOI: 10.1038/s41591-021-01339-0 |
0.115 |
|
| 2007 |
Tishirani R, Hastie T. Margin trees for high-dimensional classification Journal of Machine Learning Research. 8: 637-652. |
0.111 |
|
| 2023 |
Walters W, Ley C, Hastie T, Ley R, Parsonnet J. Use of a modified Michaelis-Menten equation to estimate growth from birth to 3 years in healthy full term babies. Research Square. PMID 36711501 DOI: 10.21203/rs.3.rs-2375831/v1 |
0.108 |
|
| 2021 |
Aguirre M, Tanigawa Y, Venkataraman GR, Tibshirani R, Hastie T, Rivas MA. Polygenic risk modeling with latent trait-related genetic components. European Journal of Human Genetics : Ejhg. PMID 33558700 DOI: 10.1038/s41431-021-00813-0 |
0.104 |
|
| 2022 |
Weber KA, Teplin ZM, Wager TD, Law CSW, Prabhakar NK, Ashar YK, Gilam G, Banerjee S, Delp SL, Glover GH, Hastie TJ, Mackey S. Confounds in neuroimaging: A clear case of sex as a confound in brain-based prediction. Frontiers in Neurology. 13: 960760. PMID 36601297 DOI: 10.3389/fneur.2022.960760 |
0.103 |
|
| 2021 |
Sinnott-Armstrong N, Tanigawa Y, Amar D, Mars N, Benner C, Aguirre M, Venkataraman GR, Wainberg M, Ollila HM, Kiiskinen T, Havulinna AS, Pirruccello JP, Qian J, Shcherbina A, ... ... Hastie T, et al. Genetics of 35 blood and urine biomarkers in the UK Biobank. Nature Genetics. PMID 33462484 DOI: 10.1038/s41588-020-00757-z |
0.097 |
|
| 2017 |
Ioannidis NM, Davis JR, DeGorter MK, Larson NB, McDonnell SK, French AJ, Battle AJ, Hastie TJ, Thibodeau SN, Montgomery SB, Bustamante CD, Sieh W, Whittemore AS. FIRE: functional inference of genetic variants that regulate gene expression. Bioinformatics (Oxford, England). PMID 28961785 DOI: 10.1093/Bioinformatics/Btx534 |
0.096 |
|
| 2008 |
Friedman J, Hastie T, Tibshirani R. Response to Mease and Wyner, evidence contrary to the statistical view of boosting, JMLR 9:131-156, 2008 Journal of Machine Learning Research. 9: 175-180. |
0.093 |
|
| 2024 |
Walters WA, Ley C, Hastie T, Ley RE, Parsonnet J. A modified Michaelis-Menten equation estimates growth from birth to 3 years in healthy babies in the USA. Bmc Medical Research Methodology. 24: 27. PMID 38302887 DOI: 10.1186/s12874-024-02145-1 |
0.093 |
|
| 2010 |
Suthram S, Dudley JT, Chiang AP, Chen R, Hastie TJ, Butte AJ. Network-based elucidation of human disease similarities reveals common functional modules enriched for pluripotent drug targets. Plos Computational Biology. 6: e1000662. PMID 20140234 DOI: 10.1371/Journal.Pcbi.1000662 |
0.092 |
|
| 2021 |
Li R, Chang C, Tanigawa Y, Narasimhan B, Hastie T, Tibshirani R, Rivas MA. Fast Numerical Optimization for Genome Sequencing Data in Population Biobanks. Bioinformatics (Oxford, England). PMID 34146108 DOI: 10.1093/bioinformatics/btab452 |
0.09 |
|
| 2018 |
Gensheimer MF, Henry AS, Wood DJ, Hastie TJ, Aggarwal S, Dudley S, Pradhan P, Banerjee I, Cho E, Ramchandran K, Pollom E, Koong A, Rubin D, Chang DT. Automated survival prediction in metastatic cancer patients using high-dimensional electronic medical record data. Annals of Oncology : Official Journal of the European Society For Medical Oncology. 29: viii548. PMID 32137428 DOI: 10.1093/annonc/mdy295.001 |
0.089 |
|
| 2005 |
Rosset S, Zhu J, Zou H, Hastie T. A method for inferring label sampling mechanisms in semi-supervised learning Advances in Neural Information Processing Systems. |
0.085 |
|
| 2023 |
Mayer AT, Holman DR, Sood A, Tandon U, Bhate SS, Bodapati S, Barlow GL, Chang J, Black S, Crenshaw EC, Koron AN, Streett SE, Gambhir SS, Sandborn WJ, Boland BS, ... Hastie T, et al. A tissue atlas of ulcerative colitis revealing evidence of sex-dependent differences in disease-driving inflammatory cell types and resistance to TNF inhibitor therapy. Science Advances. 9: eadd1166. PMID 36662860 DOI: 10.1126/sciadv.add1166 |
0.085 |
|
| 1999 |
Gould MK, Dembitzer AD, Doyle RL, Hastie TJ, Garber AM. Low-molecular-weight heparins compared with unfractionated heparin for treatment of acute deep venous thrombosis. A meta-analysis of randomized, controlled trials Annals of Internal Medicine. 130: 800-809. PMID 10366369 DOI: 10.7326/0003-4819-130-10-199905180-00003 |
0.085 |
|
| 2001 |
Fleischmann D, Hastie TJ, Dannegger FC, Paik DS, Tillich M, Zarins CK, Rubin GD. Quantitative determination of age-related geometric changes in the normal abdominal aorta Journal of Vascular Surgery. 33: 97-105. PMID 11137929 DOI: 10.1067/Mva.2001.109764 |
0.082 |
|
| 2017 |
Halilaj E, Hastie T, Gold G, Delp S. Multivariate pattern analysis of physical activity and cartilage health: data from the osteoarthritis initiative Osteoarthritis and Cartilage. 25: S127-S128. DOI: 10.1016/j.joca.2017.02.204 |
0.08 |
|
| 2023 |
Ley C, Heath F, Hastie T, Gao Z, Protsiv M, Parsonnet J. Defining Usual Oral Temperature Ranges in Outpatients Using an Unsupervised Learning Algorithm. Jama Internal Medicine. PMID 37669046 DOI: 10.1001/jamainternmed.2023.4291 |
0.079 |
|
| 2016 |
Hou L, Coller J, Natu V, Hastie TJ, Huang NF. Combinatorial Extracellular Matrix Microenvironments Promote Survival and Phenotype of Human Induced Pluripotent Stem Cell-Derived Endothelial Cells in Hypoxia. Acta Biomaterialia. PMID 27498178 DOI: 10.1016/J.Actbio.2016.08.003 |
0.078 |
|
| 2020 |
Tozzi L, Staveland B, Holt-Gosselin B, Chesnut M, Chang SE, Choi D, Shiner ML, Wu H, Lerma-Usabiaga G, Sporns O, Barch D, Gotlib IH, Hastie TJ, Kerr AB, Poldrack RA, et al. The human connectome project for disordered emotional states: Protocol and rationale for a research domain criteria study of brain connectivity in young adult anxiety and depression. Neuroimage. 116715. PMID 32147367 DOI: 10.1016/J.Neuroimage.2020.116715 |
0.074 |
|
| 2019 |
Weber KA, Smith AC, Wasielewski M, Eghtesad K, Upadhyayula PA, Wintermark M, Hastie TJ, Parrish TB, Mackey S, Elliott JM. Deep Learning Convolutional Neural Networks for the Automatic Quantification of Muscle Fat Infiltration Following Whiplash Injury. Scientific Reports. 9: 7973. PMID 31138878 DOI: 10.1038/S41598-019-44416-8 |
0.068 |
|
| 1990 |
Herman AA, Hastie TJ. An analysis of gestational age, neonatal size and neonatal death using nonparametric logistic regression. Journal of Clinical Epidemiology. 43: 1179-90. PMID 2243255 DOI: 10.1016/0895-4356(90)90019-L |
0.064 |
|
| 2019 |
Przybyl J, Spans L, Lum DA, Zhu S, Vennam S, Forgó E, Varma S, Ganjoo K, Hastie T, Bowen R, Debiec-Rychter M, van de Rijn M. Detection of Circulating Tumor DNA in Patients With Uterine Leiomyomas. Jco Precision Oncology. 3. PMID 32232185 DOI: 10.1200/po.18.00409 |
0.061 |
|
| 2009 |
Li P, Church KW, Hastie TJ. One sketch for all: Theory and application of Conditional Random Sampling Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 953-960. |
0.059 |
|
| 2017 |
Hou L, Kim JJ, Wanjare M, Patlolla B, Coller J, Natu V, Hastie TJ, Huang NF. Combinatorial Extracellular Matrix Microenvironments for Probing Endothelial Differentiation of Human Pluripotent Stem Cells. Scientific Reports. 7: 6551. PMID 28747756 DOI: 10.1038/S41598-017-06986-3 |
0.058 |
|
| 2013 |
Paskov HS, West R, Mitchell JC, Hastie TJ. Compressive feature learning Advances in Neural Information Processing Systems. |
0.058 |
|
| 2004 |
Timek TA, Nielsen SL, Lai DT, Tibayan F, Liang D, Daughters GT, Beineke P, Hastie T, Ingels NB, Miller DC. Mitral annular size predicts Alfieri stitch tension in mitral edge-to-edge repair. The Journal of Heart Valve Disease. 13: 165-73. PMID 15086253 |
0.058 |
|
| 2021 |
Sayed N, Huang Y, Nguyen K, Krejciova-Rajaniemi Z, Grawe AP, Gao T, Tibshirani R, Hastie T, Alpert A, Cui L, Kuznetsova T, Rosenberg-Hasson Y, Ostan R, Monti D, Lehallier B, et al. An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging. Nature Aging. 1: 598-615. PMID 34888528 DOI: 10.1038/s43587-021-00082-y |
0.056 |
|
| 1980 |
Irwig LM, du Toit RS, Sluis-Cremer GK, Solomon A, Thomas RG, Hamel PP, Webster I, Hastie T. Risk of asbestosis in crocidolite and amosite mines in South Africa. Annals of the New York Academy of Sciences. 330: 35-52. PMID 294187 DOI: 10.1111/j.1749-6632.1979.tb18708.x |
0.054 |
|
| 2019 |
Higashigaito K, Sailer AM, van Kuijk SMJ, Willemink MJ, Hahn LD, Hastie TJ, Miller DC, Fischbein MP, Fleischmann D. Aortic growth and development of partial false lumen thrombosis are associated with late adverse events in type B aortic dissection. The Journal of Thoracic and Cardiovascular Surgery. PMID 31839226 DOI: 10.1016/j.jtcvs.2019.10.074 |
0.051 |
|
| 2021 |
Weber KA, Abbott R, Bojilov V, Smith AC, Wasielewski M, Hastie TJ, Parrish TB, Mackey S, Elliott JM. Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions. Scientific Reports. 11: 16567. PMID 34400672 DOI: 10.1038/s41598-021-95972-x |
0.051 |
|
| 2020 |
Haibe-Kains B, Adam GA, Hosny A, Khodakarami F, Waldron L, Wang B, McIntosh C, Goldenberg A, Kundaje A, Greene CS, Broderick T, Hoffman MM, Leek JT, Korthauer K, ... ... Hastie T, et al. Transparency and reproducibility in artificial intelligence. Nature. 586: E14-E16. PMID 33057217 DOI: 10.1038/s41586-020-2766-y |
0.046 |
|
| 2018 |
Halilaj E, Hastie TJ, Gold GE, Delp SL. Physical Activity Is Associated with Changes in Knee Cartilage Microstructure: Data from the Osteoarthritis Initiative. Osteoarthritis and Cartilage. PMID 29605382 DOI: 10.1016/j.joca.2018.03.009 |
0.045 |
|
| 1994 |
Roosen CB, Hastie TJ. Automatic Smoothing Spline Projection Pursuit Journal of Computational and Graphical Statistics. 3: 235-248. DOI: 10.1080/10618600.1994.10474642 |
0.043 |
|
| 2023 |
Sayed N, Huang Y, Nguyen K, Krejciova-Rajaniemi Z, Grawe AP, Gao T, Tibshirani R, Hastie T, Alpert A, Cui L, Kuznetsova T, Rosenberg-Hasson Y, Ostan R, Monti D, Lehallier B, et al. Author Correction: An inflammatory aging clock (iAge) based on deep learning tracks multimorbidity, immunosenescence, frailty and cardiovascular aging. Nature Aging. 1: 748. PMID 37117770 DOI: 10.1038/s43587-021-00102-x |
0.041 |
|
| 2017 |
Sailer AM, Nelemans PJ, Hastie TJ, Chin AS, Huininga M, Chiu P, Fischbein MP, Dake MD, Miller DC, Schurink GW, Fleischmann D. Prognostic significance of early aortic remodeling in acute uncomplicated type B aortic dissection and intramural hematoma. The Journal of Thoracic and Cardiovascular Surgery. PMID 28668458 DOI: 10.1016/j.jtcvs.2017.04.064 |
0.039 |
|
| 2020 |
Chin ET, Huynh BQ, Lo NC, Hastie T, Basu S. Projected geographic disparities in healthcare worker absenteeism from COVID-19 school closures and the economic feasibility of child care subsidies: a simulation study. Medrxiv : the Preprint Server For Health Sciences. PMID 32511455 DOI: 10.1101/2020.03.19.20039404 |
0.036 |
|
| 2015 |
Powers S, Hastie T, Tibshirani R. Customized training with an application to mass spectrometric imaging of cancer tissue Annals of Applied Statistics. 9: 1709-1725. DOI: 10.1214/15-AOAS866 |
0.036 |
|
| 2009 |
Witten DM, Hastie T, Tibshirani R. Discussion Journal of the American Statistical Association. 104: 698-699. DOI: 10.1198/jasa.2009.0143 |
0.029 |
|
| 2021 |
Sinnott-Armstrong N, Tanigawa Y, Amar D, Mars N, Benner C, Aguirre M, Venkataraman GR, Wainberg M, Ollila HM, Kiiskinen T, Havulinna AS, Pirruccello JP, Qian J, Shcherbina A, ... ... Hastie T, et al. Author Correction: Genetics of 35 blood and urine biomarkers in the UK Biobank. Nature Genetics. PMID 34608296 DOI: 10.1038/s41588-021-00956-2 |
0.029 |
|
| 2006 |
Hastie T, Zhu J. Comment Statistical Science. 21: 352-357. DOI: 10.1214/088342306000000466 |
0.029 |
|
| 2010 |
Zhu M, Hastie TJ. Letters to the editor Journal of the American Statistical Association. 105: 880. DOI: 10.1198/jasa.2010.tm09295 |
0.01 |
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