引用次数
引用: 11,619
H-指数: 27
I10-指数 : 32
出版物: 51
Explanation, prediction, and causality: Three sides of the same coin?
Matthew Salganik , Duncan J Watts , Aaron Frank , Elisa Jayne Bienenstock
OSF
2
2018
Prediction, Machine Learning, and Individual Lives: an Interview with Matthew Salganik
Matthew Salganik , Lauren Maffeo , Cynthia Rudin
Harvard Data Science Review
1
2020
Scaling up experimental social, behavioral, and economic science
Abdullah Almaatouq , Joshua Becker , Michael Bernstein , Robert Botto
OSF
6
2021
How Accurately Can Algorithms Predict a Person’s Future?
Emily Cantrell , Pranay Anchuri , Hanzhang Ren , Matthew Salganik
2023 APPAM Fall Research Conference
2023
Guidance for conducting and reporting multi-analyst studies
Balazs Aczel , Barnabas Szaszi , Gustav Nilsonne , Olmo Van den Akker
MetaArXiv
2021
\How many people do you know in prison?": Using overdispersion in count data to estimate social structure in networks ⁄
Tian Zheng , Matthew J Salganik , Andrew Gelman
Journal of the American Statistical Association 101 ( 474) 409 -423
147
2006
Integrating explanation and prediction in computational social science
Jake M Hofman , Duncan J Watts , Susan Athey , Filiz Garip
Nature 595 ( 7866) 181 -188
114
2021
REFORMS: Consensus-based Recommendations for Machine-learning-based Science
Sayash Kapoor , Emily Cantrell , Kenny Peng , Than Hien Pham
Science Advances
12
2024
Consensus-based guidance for conducting and reporting multi-analyst studies
Balazs Aczel , Barnabas Szaszi , Gustav Nilsonne , Olmo R Van Den Akker
Elife 10 e72185 -e72185
43
2021
“Measuring the predictability of life outcomes with a scientific mass collaboration": Correction.
Matthew J Salganik , Ian Lundberg , Alexander T Kindel , Caitlin E Ahearn
National Academy of Sciences
1
2021
Experimental Study of Inequality and Unpredictability in an Artificial Cultural Market
Matthew J Salganik , Peter Sheridan Dodds , Duncan J Watts
Science 311 ( 5762) 854 -856
2,445
2006
Social influence
Duncan J Watts , Matthew J Salganik
116
2009
Differentially private survey research
Georgina Evans , Gary King , Adam D Smith , Abhradeep Thakurta
American Journal of Political Science 28 1 -22
5
2022
Experimental study of inequality and unpredictability in an artificial cultural market Science 311, 854-856
Matthew J Salganik , Peter S Dodds , Duncan J Watts
Matthew J. Salganik Peter S. Dodds and Duncan J. Watts
2
2006
Experimental study of inequality and unpredictability in an artificial cultural market
Matthew J Salganik , Peter Sheridan Dodds , Duncan J Watts
Edward Elgar Publishing 443 -445
2022
5. Sampling and estimation in hidden populations using respondent-driven sampling
Matthew J Salganik , Douglas D Heckathorn
Sociological methodology 34 ( 1) 193 -240
2,740
2004
Assessing Network Scale-up Estimates for Groups Most at Risk of HIV/AIDS : Evidence From a Multiple-Method Study of Heavy Drug Users in Curitiba, Brazil.
Matthew J Salganik , Dimitri Fazito , Neilane Bertoni , Alexandre H Abdo
American Journal of Epidemiology
2011
Commentary: respondent-driven sampling in the real world
Matthew J Salganik
Epidemiology 23 ( 1) 148 -150
98
2012
Success and failure in cultural markets
Matthew J Salganik
Columbia University
13
2007
Reforms: Reporting standards for machine learning based science
Sayash Kapoor , Emily Cantrell , Kenny Peng , Thanh Hien Pham
arXiv preprint arXiv:2308.07832
12
2023