Compiani, Giovanni; Morozov, Ilya; Seiler, Stephan - 2023
We propose a demand estimation method that allows researchers to estimate substitution patterns from unstructured image and text data. We first employ a series of machine learning models to measure product similarity from products' images and textual descriptions. We then estimate a nested logit...