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This paper presents a minimum φ-divergence estimation procedure in multinomial models in which the probabilities depend on unknown parameters that are not mathematically independent but satisfy some functional relationships. This estimator is then used in a φ-divergence statistic for solving the problem of goodness-of-fit when the unknown parameters in the probabilities are not mathematically independent...
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