Simple LM tests of mis-specification for ordered logit models

Lagrange multiplier tests for omitted variables, heteroscedasticity, incorrect functional form and asymmetry in the ordered logit model may be readily calculated using an artificial regression. The proposed artificial regression is both convenient and likely to have better small-sample properties than the more common outer product, gradient-based artificial regression.