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Estimation of Dynamic Models with Error Components

Estimation of Dynamic Models with Error Components

Abstract Observations on N cross-section units at T time points are used to estimate a simple statistical model involving an autoregressive process with an additive term specific to the unit. Different assumptions about the initial conditions are (a) initial state fixed, (b) initial state random, (c) the unobserved individual effect …