Tavlas, G. S.; Gibson, Heather D.; Hall, Stephen G. - 2022
We provide a new way of deriving a number of dynamic unobserved factors from a set of variables. We show how standard principal components may be expressed in state space form and estimated using the Kalman filter. To illustrate our procedure we perform two exercises. First, we use it to...