The Relative Effectiveness of Procedures Commonly Used in Multiple Regression Analysis for Dealing with Missing Values

Expressions are derived for the bias and variance associated with procedures frequently used to estimate partial regression coefficients in a linear model having the two explanatory variables x 1 and x 2, with missing values on x 2 only.The expressions are used to help gain insight into the relative effectiveness of these procedures for handling more complex patterns of missing data.