Suppose, $\Pi_{\theta}$ be the transition probability function of a Markov chain. For any function $f$ define $$\Pi_{\theta}f_{\theta}(x) = \int f(y,\theta)\Pi_{\theta}(x,dy).$$
Is there any intuitive meaning of the function ?
Suppose, $\Pi_{\theta}$ be the transition probability function of a Markov chain. For any function $f$ define $$\Pi_{\theta}f_{\theta}(x) = \int f(y,\theta)\Pi_{\theta}(x,dy).$$
Is there any intuitive meaning of the function ?
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By definition, $\Pi_{\theta}f_{\theta}(x)$ is the expectation of the random variable $f(X_1,\theta)$ when $X_0=x$ almost surely and when $(X_n)$ is a Markov chain with transition kernel $\Pi_{\theta}$.