332 citations · 371 across the 4 of their papers we have counts for
4 papers
Coarse Personalization
Walter W. Zhang, Sanjog Misra
With advances in estimating heterogeneous treatment effects, firms can personalize and target individuals at a granular level. However, feasibility constraints limit full personali…
The Identity Fragmentation Bias
Tesary Lin, Sanjog Misra
Consumers interact with firms across multiple devices, browsers, and machines; these interactions are often recorded with different identifiers for the same consumer. The failure t…
Deep Neural Networks for Estimation and Inference
Max H. Farrell, Tengyuan Liang, Sanjog Misra
We study deep neural networks and their use in semiparametric inference. We establish novel rates of convergence for deep feedforward neural nets. Our new rates are sufficiently fa…
Targeted Undersmoothing
Christian Hansen, Damian Kozbur, Sanjog Misra
This paper proposes a post-model selection inference procedure, called targeted undersmoothing, designed to construct uniformly valid confidence sets for a broad class of functiona…