Information Theory and Learning / Model Building

• Estimating epistemic and aleatory uncertainties during hydrologic modeling: An information theoretic approach, W Gong et al (2013) (http://onlinelibrary.wiley.com/doi/10.1002/wrcr.20161/full)
• The quantity and quality of information in hydrologic models, GS Nearing & HV Gupta (2015) (http://onlinelibrary.wiley.com/doi/10.1002/2014WR015895/abstract)
• Gong, W., H. V. Gupta, D. Yang, K. Sricharan and A. O. Hero (2013): Estimating epistemic & aleatory uncertainties during hydrologic modeling: An information theoretic approach. Water Resources Research, n/a-n/a, 10.1002/wrcr.20161.