In the usual probit model, are the response variables independent from one subject to another? Or conditionally

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In the usual probit model, are the response variables independent from one subject to another? Or conditionally independent given the explanatory variables? Do the explanatory variables have to be statistically independent? Do they have to be linearly independent? Explain briefly.

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