Asymptotics for likelihood ratio tests of boundary points with singular information and unidentifiable nuisance parameters

Karl Oskar Ekvall, Ola Hössjer, Matteo Bottai +1

We establish the asymptotic distribution of likelihood ratio tests when nuisance parameters are unidentifiable under the null hypothesis, parameters of interest lie on the boundary…