Hiroyuki, Kasahara; Katsumi, Shimotsu - Institute of Economic Research, Hitotsubashi University - 2012
This paper considers likelihood-based testing of the null hypothesis of m0 components against the alternative of m0+1 components in a finite mixture model. The number of components is an important parameter in the applications of finite mixture models. Still, testing the number of components has...