Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Linear regression takes the logic of the correlation coefficient and extends it to a predictive model ... variable using the regression line. This predicted mean is calculated by substitution of the ...

The regression equation simply describes ... simple regression and there are models that you can build that use several independent variables called multiple linear regressions.

Regressions range from simple models to highly complex equations ... makes it a non-linear regression. For example: MS Growth= 1/2 (Square root of GDP Growth). The most common use of regression ...

Model building via linear regression models. Method of least squares, theory and practice. Checking for adequacy of a model, examination of residuals, checking outliers. Practical hand on experience ...