After reading this chapter, you should be able to:
14.1 Understand the logic behind an ordinary least squares (OLS) regression.
14.2 Describe how to calculate a bivariate regression.
14.3 Explain how to interpret bivariate regression results and test hypotheses.
14.4 Describe why one would include multiple independent variables in a regression to control for other sources of variation.
14.5 Explain how to interpret multivariate regression results and test hypotheses.
14.6 Understand the logic behind a maximum likelihood analysis.
14.7 Explain how to interpret logistic regression results and test hypotheses.