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Predicting consumer behavior with Web search.
Goel S, Hofman JM, Lahaie S, Pennock DM, Watts DJ. Goel S, et al. Among authors: hofman jm. Proc Natl Acad Sci U S A. 2010 Oct 12;107(41):17486-90. doi: 10.1073/pnas.1005962107. Epub 2010 Sep 27. Proc Natl Acad Sci U S A. 2010. PMID: 20876140 Free PMC article.
REFORMS: Consensus-based Recommendations for Machine-learning-based Science.
Kapoor S, Cantrell EM, Peng K, Pham TH, Bail CA, Gundersen OE, Hofman JM, Hullman J, Lones MA, Malik MM, Nanayakkara P, Poldrack RA, Raji ID, Roberts M, Salganik MJ, Serra-Garcia M, Stewart BM, Vandewiele G, Narayanan A. Kapoor S, et al. Among authors: hofman jm. Sci Adv. 2024 May 3;10(18):eadk3452. doi: 10.1126/sciadv.adk3452. Epub 2024 May 1. Sci Adv. 2024. PMID: 38691601 Free PMC article. Review.
Integrating explanation and prediction in computational social science.
Hofman JM, Watts DJ, Athey S, Garip F, Griffiths TL, Kleinberg J, Margetts H, Mullainathan S, Salganik MJ, Vazire S, Vespignani A, Yarkoni T. Hofman JM, et al. Nature. 2021 Jul;595(7866):181-188. doi: 10.1038/s41586-021-03659-0. Epub 2021 Jun 30. Nature. 2021. PMID: 34194044
Prediction and explanation in social systems.
Hofman JM, Sharma A, Watts DJ. Hofman JM, et al. Science. 2017 Feb 3;355(6324):486-488. doi: 10.1126/science.aal3856. Epub 2017 Feb 2. Science. 2017. PMID: 28154051 Review.
Graphical models for inferring single molecule dynamics.
Bronson JE, Hofman JM, Fei J, Gonzalez RL Jr, Wiggins CH. Bronson JE, et al. Among authors: hofman jm. BMC Bioinformatics. 2010 Oct 26;11 Suppl 8(Suppl 8):S2. doi: 10.1186/1471-2105-11-S8-S2. BMC Bioinformatics. 2010. PMID: 21034427 Free PMC article.
18 results