StatFact
Posted: Wed Apr 15, 2015 2:57 pm
This thread is about the StatFact add-in for extracting static factors from macro-panels.
The add-in allows you to estimate factors from 'macro-panels' by the method of asymptotic principle components (as per Stock and Watson 2002). Taking a group object as input, it provides multiple options (through both the command line and a GUI) to estimate Bai and Ng (2002) information criteria (PC, IPC, AIC3 and BIC3), to take first differences of the whole group, to standardize the group, to output loadings, to normalize the factors, and to output graphics of the factors themselves, loadings, scree plots and % of variance explained.
The add-in allows you to estimate factors from 'macro-panels' by the method of asymptotic principle components (as per Stock and Watson 2002). Taking a group object as input, it provides multiple options (through both the command line and a GUI) to estimate Bai and Ng (2002) information criteria (PC, IPC, AIC3 and BIC3), to take first differences of the whole group, to standardize the group, to output loadings, to normalize the factors, and to output graphics of the factors themselves, loadings, scree plots and % of variance explained.