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a. Linear Regression with One Independent Variable

b. Assumptions of the Linear Regression Model

c. Standard Error of Estimate

d. Coefficient of Determination

e. Confidence Intervals and Testing Hypotheses

    (1) Significance Level

    (2) Standard Error of the Estimated Coefficient

    (3) Critical Value for Rejecting the Null Hypothesis

f. Analysis of Variance (ANOVA) in a Regression with One Independent Variable

g. Prediction Intervals

h. Limitations to Regression Analysis