Goplerud, Max, Kosuke Imai, and Nicole E. Pashley. 2025. "Estimating Heterogeneous Causal Effects of High-Dimensional Treatments: Application to Conjoint Analysis.'' Annals of Applied Statistics. 19(2): 866-888. [publisher's version] [preprint]
[R package] [replication data]
Goplerud, Max, Omiros Papaspiliopoulos, and Giacomo Zanella. 2025. "Partially Factorized Variational Inference for High-Dimensional Mixed Models." Biometrika. 111(2): XX-XX. [publisher's version] [preprint] [R package] [replication data]
Goplerud, Max. 2022. "Fast and Accurate Estimation of Non-Nested Binomial Hierarchical Models Using Variational Inference." Bayesian Analysis. 17(2):632-650. [publisher's version] [preprint] [R package] [replication data]
Fernandes, Jorge, Max Goplerud, and Miguel Won. 2019. "Legislative Bellwethers: The Role of Committee Membership in Parliamentary Debate." Legislative Studies Quarterly. 44(2):307-343. [publisher's version] [preprint] [appendix] [replication data]