Consistency of Decision in Finite and Numerable Multinomial Models

Summary: This work derived new asymptotic results for multinomial models and obtained confidence ellipsoids and simultaneous confidence intervals for models with normal limit distributions. The study also included the covariance matrices of the limit normal distributions for the multinomial models, overcoming hierarchical restrictions in analyzing multidimensional contingency tables.