Publications

Predictive modeling needs pre-registration too

Jake M Hofman, Amit Sharma, Duncan J Watts

Improving Comprehension of Small Risks: Estimation, Recall, and Error Detection

Jake M Hofman, Daniel G Goldstein, Mirjam A Jenny, Stefan M Herzog

How visualizing inferential uncertainty can mislead readers about treatment effects in scientific results

Jake M Hofman, Daniel G Goldstein, Jessica Hullman

Explanation, Prediction, and Causality: Three Sides of the Same Coin?

Duncan J Watts, Emorie D Beck, Elisa J Bienenstock, Jake Bowers, Aaron Frank, Anthony Grubesic, Jake M Hofman, Julia M Rohrer, Matthew Salganik
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Effectively Communicating Effect Sizes

Yea-Seul Kim, Jake M Hofman, Daniel G Goldstein

An example preprint / working paper

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex …
Jake Hofman
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Perspective annotation for numerical representations

Jake Hofman, Miro Dudik, Dan Goldstein

To put that in perspective: Generating analogies that make numbers easier to understand

Chris Riederer, Jake M Hofman, Daniel G Goldstein

Split-door criterion: Identification of causal effects through auxiliary outcomes

Amit Sharma, Jake M Hofman, Duncan J Watts

Manipulating and measuring model interpretability

Forough Poursabzi-Sangdeh, Daniel G Goldstein, Jake M Hofman, Jennifer Wortman Vaughan, Hanna Wallach

Prediction and explanation in social systems

Jake M Hofman, Amit Sharma, Duncan J Watts

Content virality determination and visualization

Jake Hofman, Robert Gruen, Sharad Goel, Duncan Watts

System and Method to Enable Communication Group Identification

Jake Hofman, Winter Mason, Duncan Watts

Improving Comprehension of Numbers in the News

Pablo J. Barrio, Daniel G. Goldstein, Jake M. Hofman

Exploring limits to prediction in complex social systems

Travis Martin, Jake M Hofman, Amit Sharma, Ashton Anderson, Duncan J Watts

An example journal article

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex …
Jake Hofman, Robert Ford
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The structural virality of online diffusion

Sharad Goel, Ashton Anderson, Jake M. Hofman, Duncan J. Watts

Estimating the causal impact of recommendation systems from observational data

Amit Sharma, Jake M Hofman, Duncan J Watts

A Large-scale Exploration of Group Viewing Patterns

Allison J.B. Chaney, Mike Gartrell, Jake M. Hofman, John Guiver, Noam Koenigstein, Pushmeet Kohli, Ulrich Paquet

Media recommendations for a social-software website

Kellan Elliott-McCrea, Winter Mason, Siddharth Suri, Jake Hofman

An example conference paper

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Duis posuere tellus ac convallis placerat. Proin tincidunt magna sed ex …
Jake Hofman, Robert Ford
PDF Code Dataset Poster Video Source Document Custom Link

Sharding Social Networks

Quang Duong, Sharad Goel, Jake M. Hofman, Sergei Vassilvitskii
PDF DOI

Who Does What on the Web: A Large-Scale Study of Browsing Behavior

Sharad Goel, Jake M. Hofman, M. Irmak Sirer
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Who Says What to Whom on Twitter

Shaomei Wu, Jake M. Hofman, Winter A. Mason, Duncan J. Watts
PDF DOI

Everyone's an influencer: quantifying influence on Twitter

E. Bakshy, Jake M. Hofman, Winter A. Mason, Duncan J. Watts
PDF DOI

Predicting consumer behavior with Web search

Sharad Goel, Jake M. Hofman, Sebastien Lahaie, David M. Pennock, Duncan J. Watts
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Inferring relevant social networks from interpersonal communication

Munmun De Choudhury, Winter A. Mason, Jake M. Hofman, Duncan J. Watts
PDF DOI

Learning rates and states from biophysical time series: a Bayesian approach to model selection and single-molecule FRET data

Jon E. Bronson, Jingyi Fei, Jake M. Hofman, Ruben L. Gonzalez, Chris H. Wiggins
PDF DOI

Characterizing individual communication patterns

R. Dean Malmgren, Jake M. Hofman, Luis A.N. Amaral, Duncan J. Watts
PDF DOI

CentMail: Rate Limiting via Certified Micro-Donations

Sharad Goel, Jake M. Hofman, John Langford, David Pennock, Daniel Reeves

Allosteric collaboration between elongation factor G and the ribosomal L1 stalk directs tRNA movements during translation

Jingyi Fei, Jon E. Bronson, Jake M. Hofman, Rathi L. Srinivas, Chris H. Wiggins, Ruben L. Gonzalez
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Bayesian Approach to Network Modularity

Jake M. Hofman, Chris H Wiggins
PDF DOI

Quantification of Cell Movement Reveals Distinct Types of Edge Motility During Cell Spreading

B. J. Dubin-Thaler, J. M. Hofman, H . S. Xenias, I. Spielman, A. V. Shneidman, L. A. David, H. G. Döbereiner, C. H. Wiggins, M. P. Sheetz
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Opposing effects of PKC$þeta$ and WASp on symmetry breaking and relocation of the immunological synapse

T. N. Sims, T. J. Soos, H. S. Xenias, B. Dubin-Thaler, J. M. Hofman, J. C. Waite, T. O. Cameron, V. K. Thomas, R. Varma, C. H. Wiggins, M. P. Sheetz, D. R. Littman, M. L. Dustin
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The small GTPase R-Ras regulates organization of actin and drives membrane protrusions through the activity of PLC-$ε$

A. S. Ada-Nguema, H. Xenias, J. M. Hofman, C. H. Wiggins, M. P. Sheetz, P. J. Keely
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Nonmuscle myosin IIA-dependent force inhibits cell spreading and drives F-actin flow

Y. Cai, N. Biais, G. Giannone, M. Tanase, G. Jiang, J. M. Hofman, C. H. Wiggins, P. Silberzan, A. Buguin, B. Ladoux, M. P. Sheetz
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Lateral Membrane Waves Constitute a Universal Dynamic Pattern of Motile Cells

H. G. Döbereiner, B. J. Dubin-Thaler, J. M. Hofman, H. S. Xenias, T. N. Sims, G. Giannone, M. L. Dustin, C. H. Wiggins, M. P. Sheetz
PDF DOI