Statistical inference for dynamical systems: a review
  The topic of statistical inference for dynamical systems has been studied extensively across several fields. In this survey we focus on the problem of parameter estimation for non-linear dynamical systems. Our objective is to place results across distinct disciplines in a common setting and highlight opportunities for further research. 
Kevin McGoff, Sayan Mukherjee, Natesh S. Pillai
math.ST math.DS stat.TH