There is an increasing need for understanding, developing, and predicting mathematical sequences. The purpose of this study is to extend the framework of the Fibonacci sequence for creating a Markov transition matrix. For this purpose, we derive a new method to create a Markov transition matrix for Markov Chain Monte Carlo studies and apply it to the Fibonacci distribution................. Keywords:........... Markov Chain Monte Carlo "MCMC", Fibonacci probability distribution.