Data-Driven Tuning in Kernel Specification Tests: Selection Asymptotics, Validity, and Power

Yuhao Li

We develop model checks for conditional moment restrictions whose tuning parameters, the kernel bandwidth and the regularization level, are selected by cross-validation. The tests…