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solution required related to probability questions, urgent

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mabdulahad

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1) you have a 3x1 vector x of three i.i.d. Gaussian random variables.
you have a matrix A which is k x 3, where k=2, 3, 4, and in all cases the
coefficients of A are such that its rank is the minimum between k and 3.
Write the joint p.d.f. of y=Ax for al the values of k.
(Note: k=2,3 are easy but k=4 requires some thought)

2) Let x be a vector of variables, A a matrix and y a given vector. What is the solution of min_x ||Ax-y||^2

I want urgent solution. Thankyou in advance
 

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