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Linear Regression and Correlation


When you have completed this chapter, you will be able to:

  1. Understand and interpret the terms dependent and independent variable.


  2. Calculate and interpret the coefficient of correlation, the coefficient of determination, and the standard error of estimate.


  3. Conduct a test of hypothesis to determine whether the coefficient of correlation in the population is zero.


  4. Calculate the least squares regression line.


  5. Construct and interpret confidence and prediction intervals for the dependent variable.












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