This file performs the Stuart-Maxwell's test for all the marginal homogeneity (i.e. across all the categories simultaneously) for each of the two sample times (nominal samples). Obviously, it need a square KxK table.
It is a non-parametric statistical test. The test was proposed by Stuart (1955), Maxwell (1970) and Everitt (1977).
Stuart-Maxwell's test is asymptotically equivalent to the Bhapkar's test by a n-times value. This because the Bhapkar's test works with the marginal probabilities for category i.
Stuart and Maxwell's test interpreted as a Chi-squared value with degrees of freedom df equal to K - 1. In the case of K = 2, the Stuart-Maxwell statistic and the McNemar statistic are identically equal.
The null hypothesis is stated that the proportion of ordinal values in sample time 2 is equal to the proportion of ordinal values in sample time 1.
This m-file needs to input X-data matrix defined by the KxK observed frequency cells, t-desired test [t = 1, one-tail; t = 2, two-tail (default)], and alpha-significance level (default = 0.05).
The output is a table with the SM statistic, number of categories, degrees of freedom and the P-values. |
