Khan Academy on a Stick

Covariance and the regression line

Covariance, Variance and the Slope of the Regression Line

Linear regression and correlation

Correlation and causality
Fitting a line to data
Estimating the line of best fit exercise
Squared error of regression line
Proof (part 1) minimizing squared error to regression line
Proof (part 2) minimizing squared error to regression line
Proof (part 3) minimizing squared error to regression line
Proof (part 4) minimizing squared error to regression line
Regression line example
Second regression example
R-squared or coefficient of determination
Calculating R-squared
Covariance and the regression line

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This collection was created November 2014.