“…Inspiration of this work is, as its structure two-fold: Firstly the stream of work on the development and utilization of the U.S Transportation Services Index in Lahiri et al (2003aLahiri et al ( , 2003bLahiri et al ( , 2012, Lahiri and Yao (2004a, 2004b, Lahiri (2010a, Brady et al (2006) and the reports of Young et al (2007Young et al ( , 2009, and the major motivation being the feasibility of applying and adjusting this concepts to ports and trade. This endeavor led, eventually, to the prospect of factor-based modeling of port and trade related variables, which in turn led to contemporary approximate and generalized dynamic factor methodologies of Watson (2002a, 2002b) and Forni et al (2000Forni et al ( , 2005 respectively.…”