| Forecasting at scale SJ Taylor, B Letham The American Statistician 72 (1), 37-45, 2018 | 4124 | 2018 |
| Social influence bias: A randomized experiment L Muchnik, S Aral, SJ Taylor Science 341 (6146), 647-651, 2013 | 1263 | 2013 |
| prophet: Automatic forecasting procedure S Taylor, B Letham R package version 0.2 1 (483), 360, 2017 | 84 | 2017 |
| Prophet: forecasting at scale SJ Taylor, B Letham PeerJ Preprints 5, e3190v2, 2017 | 78 | 2017 |
| Identity effects in social media SJ Taylor, L Muchnik, M Kumar, S Aral Nature Human Behaviour 7 (1), 27-37, 2023 | 69 | 2023 |
| Characterizing online public discussions through patterns of participant interactions J Zhang, C Danescu-Niculescu-Mizil, C Sauper, SJ Taylor Proceedings of the ACM on Human-Computer Interaction 2 (CSCW), 1-27, 2018 | 69 | 2018 |
| Business time series forecasting at scale SJ Taylor, B Letham PeerJ Prepr. 5e3190v2 35 (8), 48-90, 2017 | 54 | 2017 |
| Randomized experiments to detect and estimate social influence in networks SJ Taylor, D Eckles Complex spreading phenomena in social systems: Influence and contagion in …, 2018 | 43 | 2018 |
| Discussion quality diffuses in the digital public square G Berry, SJ Taylor Proceedings of the 26th international conference on world wide web, 1371-1380, 2017 | 36 | 2017 |
| Selection effects in online sharing: Consequences for peer adoption SJ Taylor, E Bakshy, S Aral Proceedings of the fourteenth ACM conference on Electronic commerce, 821-836, 2013 | 33 | 2013 |
| Content and context: Identifying the impact of qualitative information on consumer choice S Aral, PG Ipeirotis, SJ Taylor Available at SSRN 1784376, 2011 | 33 | 2011 |
| A better match for drivers and riders: Reinforcement learning at lyft X Azagirre, A Balwally, G Candeli, N Chamandy, B Han, A King, H Lee, ... INFORMS Journal on Applied Analytics 54 (1), 71-83, 2024 | 29 | 2024 |
| Bias-variance tradeoffs for designing simultaneous temporal experiments R Xiong, A Chin, S Taylor The KDD'23 Workshop on Causal Discovery, Prediction and Decision, 115-131, 2023 | 23 | 2023 |
| Displaying things in common to encourage friendship formation: A large randomized field experiment T Sun, SJ Taylor Quantitative Marketing and Economics 18 (3), 237-271, 2020 | 22 | 2020 |
| Active matrix factorization for surveys C Zhang, SJ Taylor, C Cobb, J Sekhon The Annals of Applied Statistics 14 (3), 1182-1206, 2020 | 22 | 2020 |
| Data-driven switchback experiments: Theoretical tradeoffs and empirical bayes designs R Xiong, A Chin, SJ Taylor arXiv preprint arXiv:2406.06768, 2024 | 19 | 2024 |
| Variance-weighted estimators to improve sensitivity in online experiments K Liou, SJ Taylor Proceedings of the 21st ACM Conference on Economics and Computation, 837-850, 2020 | 16 | 2020 |
| Identity and opinion: A randomized experiment SJ Taylor, L Muchnik, S Aral Available at SSRN, 2014 | 13 | 2014 |
| Designing experiments with synthetic controls N Doudchenko, D Gilinson, S Taylor, N Wernerfelt Unpublished working paper 8, 2019 | 12 | 2019 |
| Systems and methods for generating forecasting models SJ Taylor US Patent App. 14/863,802, 2017 | 10 | 2017 |
Sinan AralDavid Austin Professor of Management, Marketing, IT & Data Science, MIT // Director, MIT IDEVerified email at mit.edu
