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Nonparametric instrumental variable regression through stochastic approximate gradients
Instrumental variables (IVs) provide a powerful strategy for identifying causal effects in the
presence of unobservable confounders. Within the nonparametric setting (NPIV), recent …
presence of unobservable confounders. Within the nonparametric setting (NPIV), recent …
Choice Models and Permutation Invariance: Demand Estimation in Differentiated Products Markets
Choice modeling is at the core of understanding how changes to the competitive landscape
affect consumer choices and reshape market equilibria. In this paper, we propose a …
affect consumer choices and reshape market equilibria. In this paper, we propose a …
Discrete Choice Models: Model Selection and Challenges in Applications
J Jiang, CK Anderson - Available at SSRN 4810909, 2024 - papers.ssrn.com
Discrete choice models hold a prominent place in operations research for analyzing
consumer decisions over with a long history. This paper delves into the issue of model …
consumer decisions over with a long history. This paper delves into the issue of model …