Estimation and Diagnostic Tools for Instrumental Variables
Designs
Estimation and diagnostic tools for instrumental variables designs
with one endogenous treatment, implementing the guidelines in Lal, Lockhart, Xu,
and Zu (2024) . The package reports ordinary least
squares and two-stage least squares estimates with analytic and bootstrapped
confidence intervals, several first-stage F statistics including the effective F
statistic, the Anderson-Rubin test and its confidence set, the tF procedure of
Lee, McCrary, Moreira, and Porter (2022) , and
local-to-zero sensitivity tests. It also supports fuzzy regression discontinuity
designs.