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This is a course in modern statistics (i.e., statistics using the computer), for the sophisticated user of statistics and computers. We will introduce topics in numerical analysis useful for statistical modeling and analysis. We will focus on computing above statistics and algorithms above programming. Example methods include deterministic and stochastic methods for optimization and...In a pure mathematical approach, the solution to the problem Ax = b is simply x = A 1b, where A 1 is the inverse matrix. But in most applications, it is advisable to solve the system directly

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