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Category: Statistics

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Deriving Regression coefficient from Residual Sum of Squares

When Linear Regression equation, y=\hat{\alpha} + \hat{\beta} x, is found from the data, the formula for their coefficients, \hat{\alpha} and \hat{\beta}, are the followings. \hat{\beta} = r_{xy}\frac{s_{y}}{s_{x}} $$ \hat{\alpha} = \bar{y} –...

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Multiple Regression Analysis by Python statsmodels

Overview In this article, there is a explanation of Multiple Regression Analysis by using statsmodels in python. We focus not analyzing but understanding how to use this library. Environments Python 3.8.6 statsmodels 0.13.2 Preparetion...