Missing Information in Regression Analysis Output using Multiple Imputation


New Member
I recently conducted a hierarchical regression analysis testing for a moderation effect in SPSS 22 using multiple imputed data and I’m not sure how to best report from “pooled data” with some information missing. Specifically, when you run a regression, the output does not provide R, R square, adjusted R square, and F value of pooled data (it only provides the calculations for the original and each imputed dataset). In addition, it doesn’t provide beta (standardized coefficients) of pooled imputation (there were only unstandardized coefficients: B and Std. Error) either. However, given these are typical calculations reported in our results, how do we obtain these information from the pooled data.

Thanks in advance!