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please show work: A diagnostic test for a certain disease is applied to n individuals known to not have the disease. Let X = the

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A diagnostic test for a certain disease is applied to n individuals known to not have the disease. Let X = the number among the n test results that are positive (indicating presence of the disease, so X is the number of false positives) and p = the probability that a disease-free individual's test result is positive (i.e., p is the true proportion of test results from disease-free individuals that are positive). Assume that only X is available rather than the actual sequence of test results. (a) Derive the maximum likelihood estimator of p. 1'9 = Z If n = 25 and x = 2, what is the estimate? 13 = [:J (b) Is the estimator of part (a) unbiased? 0 Yes ONo (c) If n = 25 and x = 2, what is the mle of the probability (1 p)5 that none of the next five tests done on disease-free individuals are positive? (Round your answer to four decimal places.) :1

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