Implement a rainfall runoff model of a river basin, as described in:
Schoups, G., & Vrugt, J. A. (2010). A formal likelihood function for parameter and predictive inference of hydrologic models with correlated, heteroscedastic, and non‐Gaussian errors. Water Resources Research, 46(10).