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Hidden Factor estimation in Dynamic Generalized Factor Analysis Models

23 November 2022
G. Picci
Lucia Falconi
A. Ferrante
Mattia Zorzi
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Abstract

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.

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