9.1 Learning Objectives

After this week’s learning, student will be able to

1. Describe how sampling based uncertainty is reflected in OLS regression parameter estimates.
2. Report standard errors, and conduct tests for NHST of regression coefficients against zero.
3. Conduct a regression based analysis, on real data, in ways that begin to explore regression as a modeling tool.