It depends on the nature of the trend and increments of the data. your question is general. you need to refer to the texts of stochastic processes or time series.
Michael Gr. Voskoglou: Applications of Finite Markov Chain Models to Management; American Journal of Computational and Applied Mathematics, 2016; 6(1): 7-13;