Knowledge about Regression Analysis
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Joe's Stock Co. (Used 21 years of data) to estimate the following regression [T scores in ( )]:
Stock Price = -1.005 + 22.735Cash Flow - 10.256Earnings - 12.453Dividends
(-4.623) (1.745) (-0.723) (-1.234)
R2 = 0.786 F = 17.221
in addition they estimated the following regressions [T stats in ( )]:
Cash Flow = 10.001 + 1.877Earnings
(2.997)
Cash Flow = -1.344 - 2.575Dividends
(-4.575)
Earnings = 7.225 + 1.223Dividends
(2.282)
Fully Evaluate and interpret these empirical results on the basis of the available statistics (use a 0.05 significance level) .
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Solution Summary
Step by step method for regression analysis is discussed here. Regression coefficients, coefficient of determination, scatter diagram and significance of regression model are explained in the solution.
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