We propose an approximation of expectation ({\it pseudo expectation}) of Markov process, which is originally discussed by Watanabe and Sawai in the context of randomized decoding algorithm for LDPC. We show a bound of the difference between pseudo expectation and expectation, and give a deviation probability with respect to the the pseudo expectation. As an example, we study certain kind of urn model, which is a simplified model of Watanabe and Sawai algorithm, and apply our results to the model.