Chi-square test has been very successful in statistical analysis of experimental data and score test problems. In this paper, we introduce the use of score test in a generalized linear model following the theory of score test and likelihood function. Using the basic idea underlying chi-square statistic for score test gives computational efficiency of getting solution for multinomial count data.

chi-square statistic, score test, likelihood function, generalized linear model, multinomial data.