The estimated simple linear regression equation minimizes the sum of the squared deviations between each value of Y and the line. Correlation and Regression Analysis The estimated simple linear regression equation minimizes the sum of the squared deviations between each value of Y and the line. A. Never B. Sometimes C. Always Answer: C. Always Learn More : Share this Share on FacebookTweet on TwitterPlus on Google+