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stat.ME2026
Locally Robust Kernel Specification Tests for Conditional Moment Restrictions
Juan Carlos Escanciano
We develop kernel-based specification tests for semiparametric conditional moment models with high-dimensional nuisance parameters, extending existing conditional moment tests---wh…
stat.ME2026
Goodness-of-Fit Tests for Censored and Truncated Data: Maximum Mean Discrepancy Over Regular Functionals
Juan Carlos Escanciano, Jacobo de Uña-Álvarez
We develop a systematic, omnibus approach to goodness-of-fit testing for parametric distributional models when the variable of interest is only partially observed due to censoring…