Connor T. Jerzak PRO

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authored 2 papers 2 months ago

Remote Auditing: Design-based Tests of Randomization, Selection, and Missingness with Broadly Accessible Satellite Imagery

Paper • 2510.00128 • Published Sep 30

Chinese vs. World Bank Development Projects: Insights from Earth Observation and Computer Vision on Wealth Gains in Africa, 2002-2013

Paper • 2509.25648 • Published Sep 30

authored 3 papers 4 months ago

Attenuation Bias with Latent Predictors

Paper • 2507.22218 • Published Jul 29 • 1

Platonic Representations for Poverty Mapping: Unified Vision-Language Codes or Agent-Induced Novelty?

Paper • 2508.01109 • Published Aug 1 • 3

Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: "One Map, Many Trials" in Satellite-Driven Poverty Analysis

Paper • 2508.01341 • Published Aug 2 • 1

authored a paper 6 months ago

Benchmarking Debiasing Methods for LLM-based Parameter Estimates

Paper • 2506.09627 • Published Jun 11 • 1

authored a paper 7 months ago

Selecting Optimal Candidate Profiles in Adversarial Environments Using Conjoint Analysis and Machine Learning

Paper • 2504.19043 • Published Apr 26 • 4

authored a paper 11 months ago

fastrerandomize: An R Package for Fast Rerandomization Using Accelerated Computing

Paper • 2501.07642 • Published Jan 13

authored a paper about 1 year ago

Encoding Multi-level Dynamics in Effect Heterogeneity Estimation

Paper • 2411.02134 • Published Nov 4, 2024

authored 3 papers over 1 year ago

Effect Heterogeneity with Earth Observation in Randomized Controlled Trials: Exploring the Role of Data, Model, and Evaluation Metric Choice

Paper • 2407.11674 • Published Jul 16, 2024

Planetary Causal Inference: Implications for the Geography of Poverty

Paper • 2406.02584 • Published May 30, 2024

Can Large Language Models (or Humans) Distill Text?

Paper • 2403.16584 • Published Mar 25, 2024 • 3

authored 2 papers almost 2 years ago

CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images

Paper • 2310.00233 • Published Sep 30, 2023

Degrees of Randomness in Rerandomization Procedures

Paper • 2310.00861 • Published Oct 2, 2023 • 1

authored 3 papers about 2 years ago

Linking Datasets on Organizations Using Half A Billion Open Collaborated Records

Paper • 2302.02533 • Published Feb 6, 2023

Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities

Paper • 2301.12985 • Published Jan 30, 2023

Image-based Treatment Effect Heterogeneity

Paper • 2206.06417 • Published Jun 13, 2022