In this talk I will present a combination of results from the following two working papers: “The Effect of Omitted Variables on the Sign of Regression Coefficients” (joint with Matthew Masten) and “Assessing Omitted Variable Bias when the Controls are Endogenous” (joint with Paul Diegert and Matthew Masten).