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Robust Inference with Unstructured Data by emrekeles.0403 is a document available to read on EtoBox.

This paper introduces MAR-S, a framework for robust and efficient inference using unstructured data such as text, images, and audio by treating it as a missing data problem. It leverages semiparametric inference to develop unbiased estimators while addressing challenges like imputation error and validation data requirements. The framework enhances the applicability of debiasing methods in economics, providing tools for constructing valid estimators across various empirical scenarios.

Author

emrekeles.0403

Language

EN