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Items: 1 to 20 of 51


Combinatorial Extracellular Matrix Microenvironments for Probing Endothelial Differentiation of Human Pluripotent Stem Cells.

Hou L, Kim JJ, Wanjare M, Patlolla B, Coller J, Natu V, Hastie TJ, Huang NF.

Sci Rep. 2017 Jul 26;7(1):6551. doi: 10.1038/s41598-017-06986-3.


Sparse EEG/MEG source estimation via a group lasso.

Lim M, Ales JM, Cottereau BR, Hastie T, Norcia AM.

PLoS One. 2017 Jun 12;12(6):e0176835. doi: 10.1371/journal.pone.0176835. eCollection 2017.


Accuracy in Wrist-Worn, Sensor-Based Measurements of Heart Rate and Energy Expenditure in a Diverse Cohort.

Shcherbina A, Mattsson CM, Waggott D, Salisbury H, Christle JW, Hastie T, Wheeler MT, Ashley EA.

J Pers Med. 2017 May 24;7(2). pii: E3. doi: 10.3390/jpm7020003.


Human amygdala engagement moderated by early life stress exposure is a biobehavioral target for predicting recovery on antidepressants.

Goldstein-Piekarski AN, Korgaonkar MS, Green E, Suppes T, Schatzberg AF, Hastie T, Nemeroff CB, Williams LM.

Proc Natl Acad Sci U S A. 2016 Oct 18;113(42):11955-11960. Epub 2016 Oct 10.


REVEL: An Ensemble Method for Predicting the Pathogenicity of Rare Missense Variants.

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, Cooney KA, Lange EM, Schleutker J, Carpten JD, Powell IJ, Cussenot O, Cancel-Tassin G, Giles GG, MacInnis RJ, Maier C, Hsieh CL, Wiklund F, Catalona WJ, Foulkes WD, Mandal D, Eeles RA, Kote-Jarai Z, Bustamante CD, Schaid DJ, Hastie T, Ostrander EA, Bailey-Wilson JE, Radivojac P, Thibodeau SN, Whittemore AS, Sieh W.

Am J Hum Genet. 2016 Oct 6;99(4):877-885. doi: 10.1016/j.ajhg.2016.08.016. Epub 2016 Sep 22.


Combinatorial extracellular matrix microenvironments promote survival and phenotype of human induced pluripotent stem cell-derived endothelial cells in hypoxia.

Hou L, Coller J, Natu V, Hastie TJ, Huang NF.

Acta Biomater. 2016 Oct 15;44:188-99. doi: 10.1016/j.actbio.2016.08.003. Epub 2016 Aug 4.


Effective degrees of freedom: a flawed metaphor.

Janson L, Fithian W, Hastie TJ.

Biometrika. 2015 Jun 1;102(2):479-485. Epub 2015 May 4.


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

Hughey JJ, Hastie T, Butte AJ.

Nucleic Acids Res. 2016 May 5;44(8):e80. doi: 10.1093/nar/gkw030. Epub 2016 Jan 26.


Effect of long-term antibiotic use on weight in adolescents with acne.

Contopoulos-Ioannidis DG, Ley C, Wang W, Ma T, Olson C, Shi X, Luft HS, Hastie T, Parsonnet J.

J Antimicrob Chemother. 2016 Apr;71(4):1098-105. doi: 10.1093/jac/dkv455. Epub 2016 Jan 17.


Learning interactions via hierarchical group-lasso regularization.

Lim M, Hastie T.

J Comput Graph Stat. 2015;24(3):627-654. Epub 2015 Sep 16.


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

Ku JP, Hicks JL, Hastie T, Leskovec J, Ré C, Delp SL.

J Am Med Inform Assoc. 2015 Nov;22(6):1120-5. doi: 10.1093/jamia/ocv071. Epub 2015 Aug 13.


Learning the Structure of Mixed Graphical Models.

Lee JD, Hastie TJ.

J Comput Graph Stat. 2015 Jan 1;24(1):230-253.


Clinically Relevant Molecular Subtypes in Leiomyosarcoma.

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, van de Rijn M.

Clin Cancer Res. 2015 Aug 1;21(15):3501-11. doi: 10.1158/1078-0432.CCR-14-3141. Epub 2015 Apr 20.


Bias correction in species distribution models: pooling survey and collection data for multiple species.

Fithian W, Elith J, Hastie T, Keith DA.

Methods Ecol Evol. 2015 Apr;6(4):424-438. Epub 2014 Oct 10.


Detecting clinically meaningful biomarkers with repeated measurements: An illustration with electronic health records.

Goldstein BA, Assimes T, Winkelmayer WC, Hastie T.

Biometrics. 2015 Jun;71(2):478-86. doi: 10.1111/biom.12283. Epub 2015 Feb 4.


Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife.

Wager S, Hastie T, Efron B.

J Mach Learn Res. 2014 Jan;15(1):1625-1651.


Finite-Sample Equivalence in Statistical Models for Presence-Only Data.

Fithian W, Hastie T.

Ann Appl Stat. 2013 Dec 1;7(4):1917-1939.



Fithian W, Hastie T.

Ann Stat. 2014 Oct 1;42(5):1693-1724.


Assessing the significance of global and local correlations under spatial autocorrelation: a nonparametric approach.

Viladomat J, Mazumder R, McInturff A, McCauley DJ, Hastie T.

Biometrics. 2014 Jun;70(2):409-18. doi: 10.1111/biom.12139. Epub 2014 Jan 21.


Inference from presence-only data; the ongoing controversy.

Hastie T, Fithian W.

Ecography (Cop.). 2013 Aug 1;36(8):864-867.

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