3 citations · 3 across the 4 of their papers we have counts for
5 papers
Partial Identification under Imperfect Measurement: A Distributionally Robust Approach
Isaac Meza
Imperfect measurements allow different underlying distributions to generate the same observations. Restrictions linking unobserved components can make it difficult to characterize…
Structured Payment in Pawnshop Borrowing: Mandates vs. Choice
Francis J. DiTraglia, Craig McIntosh, Isaac Meza +2
Pawn loans offer borrowers a substantial degree of repayment flexibility in exchange for a harsh penalty in case of default: forfeit of collateral worth more than the loan amount a…
Canonical correlation regression with noisy data
Isaac Meza, Rahul Singh
We study instrumental variable regression in data rich environments. The goal is to estimate a linear model from many noisy covariates and many noisy instruments. Our key assumptio…
Residual Balancing for Non-Linear Outcome Models in High Dimensions
Isaac Meza
We extend the approximate residual balancing (ARB) framework to nonlinear models, answering an open problem posed by Athey et al. (2018). Our approach addresses the challenge of es…
Nested Nonparametric Instrumental Variable Regression
Isaac Meza, Rahul Singh
Several causal parameters in short panel data models are functionals of a nested nonparametric instrumental variable regression (nested NPIV). Recent examples include mediated, tim…