Hypothesis testing near singularities and boundaries

Jonathan D. Mitchell, Elizabeth S. Allman, John A. Rhodes

The likelihood ratio statistic, with its asymptotic ${\chi }^2$ distribution at regular model points, is often used for hypothesis testing. At model singularities and boundaries, however…