Jason Poulos

PhD Candidate in Political Science, UC Berkeley

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Research

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Research

Articles

Land Lotteries, Long-Term Wealth, and Political Selection. Forthcoming, Public Choice.
[Code]

Missing Data Imputation for Supervised Learning.
(with Rafael Valle). Applied Artificial Intelligence, 2018.
[arXiv] [Supplementary Material] [Code]

Working papers

Building State Capacity through Public Land Disposal: An Application of RNN-Based Counterfactual Time-Series Prediction. Invited for Resubmission to Journal of the Royal Statistical Society, Series A (Statistics in Society).
[Supporting Materials]

Estimating Population Average Treatment Effects from Experiments with Noncompliance.
(with Kellie Ottoboni). Invited for Resubmission to Journal of Causal Inference.

RNN-Based Counterfactual Time-Series Prediction.
[arXiv] [Online Appendix]

Character-Based Handwritten Text Transcription with Attention Networks.
(with Rafael Valle). [arXiv] [Code]

Bowie_Blackstar_8