Adam Rohde

Find my latest research below! More to come! See my resume for brief descriptions of my work at Charles River Associates.

Causal progress with imperfect placebo treatments and outcomes (with Chad Hazlett) arXiv
Selection into the Sample and into Treatment: Tools for Internally Valid Causal Inference (Dissertation) Link
Twitter readers’ experience of algorithmic amplification of US politicians over time (draft forthcoming soon; with Luca Belli)
Revisiting sample selection as a threat to internal validity: A new analytical tool, lessons, and examples (with Chad Hazlett) Draft
Sensitivity Analysis for Sample Selection as a Threat to Internal Validity (with Chad Hazlett) Draft
Instrumental Variables with Sample Selection: Opportunities, Threats, and Graphs (with Chad Hazlett) Draft
Rational Bias in Inflation Expectations (with Robert Murphy) Paper, Final Working Version

Stanford CISIL Data Challenge 2022 (with David Ami Wulf, Pablo Geraldo, Sarah Sotoudeh, Chad Hazlett, and Onyebuchi Arah) Paper
Modern Model-Based Bayesian Causal Inference for Randomized Experiments with Hamiltonian Monte Carlo in Stan Paper, Repository
Screening AlexNet Hyperparameters with MNIST (with Ashley Chiu) Paper, Repository
Cooking Up Recipes: A Recipe Recommender Based on Text Similarity (with Ashley Chiu and Ritvik Kharkar) Paper, Repository
Political Extremism and Election System: A Study of Confounding of the Results of Single Round versus Runoff Elections under Plurality Rule (with Xuan Huynh, Andrew Shapiro, and Brandon Thoma) Paper, Slides, Repository
ATP Tennis Match Data Analysis (In Progress) Repository
SVD-Based Watermarking Schemes (with Ian McGovern and Annie Zhang) Paper, Repository