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Multiple regression analysis and hypothesis testing

The attached problem has three parameters and gives sum-of-squared deviation data. I can't find anything like this in a textbook. I need some help in determining how to solve it.

See attached file for full problem description.


Solution Summary

The solution gives the details of estimation of parameters of general linear model under least squares method. Step by step procedure for the testing of regression coefficients is also included.