Hidden Factor estimation in Dynamic Generalized Factor Analysis Models

11/23/2022

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by   Giorgio Picci, et al.

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This paper deals with the estimation of the hidden factor in Dynamic Generalized Factor Analysis via a generalization of Kalman filtering. Asymptotic consistency is discussed and it is shown that the Kalman one-step predictor is not the right tool while the pure filter yields a consistent estimate.