“…Conventionally, it is treated as a deterministic straight line, but a number of authors investigate this issue more profoundly. The results are contradictory and vary from purely deterministic through long-memory processes to a purely stochastic nature of the non-stationarity (Gordon, 1991;Woodward and Gray, 1995;Lanzante, 1996;Rodionov, 2004;Stern and Kaufmann, 1999;Zheng and Basher, 1999;Karl et al, 2000;Fomby and Vogelsang, 2002;Seidel and Lanzante, 2004;Tomé and Miranda, 2004;Cohn and Lins, 2005;Gao and Hawthorne, 2006;Mills, 2006Mills, , 2007Gil-Alana, 2008a, 2008b.…”