Exact Confidence Intervals for Linear Combinations of Multinomial Probabilities
Katherine A. Batterton,
Christine M. Schubert,
Richard L. Warr
Abstract:Linear combinations of multinomial probabilities, such as those resulting from contingency tables, are of use when evaluating classification system performance. While large sample inference methods for these combinations exist, small sample methods exist only for regions on the multinomial parameter space instead of the linear combinations. However, in medical classification problems it is common to have small samples necessitating a small sample confidence interval on linear combinations of multinomial probab… Show more
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