Given that are independent with

and

1<i<n

denotes the CDF of N(0,1), is a known vector of explanatory variables for subject , and is an unknown vector of parameters.

Then how do I derive the score vector. I have problem in finding the formula for taking the loglikelihood so as to attain the 1st derivative of . Is there a formula for a as above to begin with?