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If elimination succeeds for a given system A x = b, how many solutions does it have? If elimination fails, how many solutions can it

If elimination succeeds for a given system A x = b, how many solutions does it have? If elimination fails, how many solutions can it have? How is success or failure of elimination related to the independence of the columns of A? What about independence of the rows of A?

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