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This paper gives the local influence diagnosticsfor parametric multinomial distribution, especially contingency tables. Basing on the iterative weighted least squares procedure, we obtain the M.L.E.of the parameters and the modified Cook’s distance.By perturbing the cell probabilities, we obtain Cook’s curvature under the restrictive condition forour model. Example is given to demonstrate the power ofour methods.