“…The Bayesian statistical framework is becoming increasingly important and popular for implementing and evaluating psychological models, including models of psychophysical functions (Kuss, Jäkel & Wichmann, 2005), stimulus representations (Lee, 2008), category learning (Lee & Vanpaemel, 2008;Vanpaemel & Storms, 2010), signal detection , response times (Rouder, Lu, Speckman, Sun & Jiang, 2005) and decision making (Wetzels, Grasman & Wagenmakers, 2010). It is widely recognized in statistics (Gelman, Carlin, Stern & Rubin, 2004;Jaynes, 2003) and, increasingly, in psychology (Dienes, 2011;Kruschke, 2010Kruschke, , 2011Lee & Wagenmakers, 2005) that the Bayesian approach offers a complete and coherent framework for making inferences using models and data.…”