Learning causal effects from many randomized experiments using regularized instrumental variables.
Peysakhovich, A., & Eckles, D.
Thompson sampling with the online bootstrap.
Eckles, D., & Kaptein, M.
Bias and high-dimensional adjustment in observational studies of peer effects.
Eckles, D., & Bakshy, E.
(Email me for a copy)
Published and forthcoming papers
Design and analysis of experiments in networks: Reducing bias from interference.
Eckles, D., Karrer, B., & Ugander, J. (2017)
Journal of Causal Inference.
Social influence and political mobilization: Further evidence from a randomized experiment in the 2012 U.S. Presidential Election.
Jones, J. J., Bond, R. M., Bakshy, E., Eckles, D., & Fowler, J. H. (2017)
Estimating peer effects in networks with peer encouragement designs.
Eckles, D., Kizilcec, R. F. & Bakshy, E. (2016).
Proceedings of the National Academy of Sciences, 113(27), 7316-7322.
Friggeri, A., Adamic, L., Eckles, D., & Cheng, J. (2014).
Proceedings of ICWSM 2014. AAAI.
Designing and deploying online field experiments.
Bakshy, E., Eckles, D., Bernstein, M. (2014).
Proceedings of WWW 2014. ACM.
Uncertainty in online experiments with dependent data: An evaluation of bootstrap methods.
Bakshy, E., & Eckles, D. (2013).
Proceedings of KDD. ACM.
Bootstrapping data arrays of arbitrary order.
Owen, A.B., & Eckles, D. (2012).
Annals of Applied Statistics, 6(3), 895-927.
Social influence in social advertising: Evidence from field experiments.
Bakshy, E., Eckles, D., Yan, R., & Rosenn, I. (2012).
Proceedings of EC 2012. ACM.
Heterogeneity in the effects of online persuasion.
Kaptein, M., & Eckles, D. (2012).
Journal of Interactive Marketing, 26(3):176–188.
Selected older work
Selecting effective means to any end: Futures and ethics of persuasion profiling.
Kaptein, M., & Eckles, D. (2010).
Proceedings of Persuasive Technology 2010. Lecture Notes in Computer Science. Springer.
Social responses in mobile messaging: Influence strategies, self-disclosure, and source orientation.
Eckles, D., Wightman, D., Carlson, C., Thamrongrattanarit, A., Bastea-Forte, M. & Fogg, B. J. (2009).
Proceedings of CHI 2009. ACM.
The behavior chain for online participation: How successful web services structure persuasion.
Fogg, B. J., & Eckles, D. (2007).
Proceedings of Persuasive Technology 2007. Lecture Notes in Computer Science. Springer.
Over-exposed? Privacy patterns and considerations in online and mobile photo sharing.
Ahern, S., Eckles, D., Good, N., King, S., Naaman, M., & Nair, R. (2007).
Proceedings of CHI 2007. ACM.
Mobile Persuasion: 20 Perspectives on the Future of Behavior Change.
Fogg, B. J., & Eckles, D., editors. (2007). Stanford Captology Media, 2007.
ZoneTag: Designing context-aware mobile media capture to increase participation.
Ahern, S., Davis, M., Eckles, D., King, S., Naaman, M., Nair, R., Spasojevic, M. & Yang, J. (2006).
Workshop on Pervasive Image Capture and Sharing (PICS 2006), Adjunct Proceedings of Ubicomp 2006.