“…Such methodologies circumvent the need for the explicit identification of fundamental factors. Latent factor approaches have been used to capture the complex movement in commodity forward curves (Gibson and Schwartz, 1990, Schwartz, 1997, Casassus and CollinDufresne, 2005, Trolle and Schwartz, 2009, Casassus et al, 2013, Hamilton and Wu, 2014 and to forecast future oil prices (Cabbibo andFiorenzani, 2004, Chantziara andSkiadopoulos, 2008); much of the the former literature focused on derivatives pricing and risk management applications. Chantziara and Skiadopoulos (2008) argue that principal component analysis (PCA) provides a parsimonious, non-parametric methodology to describe commodity forward curve dynamics, and should contain full information on the underlying economic drivers of oil prices.…”