State-Space Model with One Binary Observation

Abstract

AbstractIn this chapter, we will consider a state-space model where a single state variable $$x_{k}$$ x k gives rise to binary observations. We will see how the state and parameter estimation equations are derived for this case. However, prior to deriving any of the equations, we will first look at two example scenarios where the need for such a model arises.