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The probability a patient responds to a doses of a drug is denoted #(s). Suppose we model w(s) as #(8) = 69,7 where (a) is

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The probability a patient responds to a doses of a drug is denoted #(s). Suppose we model w(s) as #(8) = 69,7" where (a) is the standard normal cumulative distribution function. For a sample of n patients we observe X= 0 or 1 depending on whether or not the ith patient either does not respond (X=0) or responds (X, 1) to a dose for i=1,2..... a) Write down the likelihood function L400) and the log-likelihood function this problem. b) Find an expression for the score function and for the information function for this problem. To koep notation simple, you can express your solutions in terms of and its derivatives if you like Note that closed form expressions for the maximum likelihood estimators do not exist for this problem. The probability a patient responds to a doses of a drug is denoted #(s). Suppose we model w(s) as #(8) = 69,7" where (a) is the standard normal cumulative distribution function. For a sample of n patients we observe X= 0 or 1 depending on whether or not the ith patient either does not respond (X=0) or responds (X, 1) to a dose for i=1,2..... a) Write down the likelihood function L400) and the log-likelihood function this problem. b) Find an expression for the score function and for the information function for this problem. To koep notation simple, you can express your solutions in terms of and its derivatives if you like Note that closed form expressions for the maximum likelihood estimators do not exist for this

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