A synthesis of how covariate-inclusive IV specifications produce weighted averages of subgroup LATEs, with recommendations for flexible models, assumption tests, and software to handle heterogeneous effects.
Nonparametric IV estimation of local average treatment effects with covariates
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A Practical Guide to Instrumental Variables Methods with Heterogeneous Treatment Effects
A synthesis of how covariate-inclusive IV specifications produce weighted averages of subgroup LATEs, with recommendations for flexible models, assumption tests, and software to handle heterogeneous effects.