Exact Initial Kalman Filtering and Smoothing for Nonstationary Time Series Models

This article presents a new exact solution for the initialization of the Kalman filter for state space models with diffuse initial conditions. For example, the regression model with stochastic trend, seasonal and other nonstationary autoregressive integrated moving average components requires a (par...

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