Sampling Bias and Class Imbalance in Maximum-likelihood Logistic Regression (2011, unknown): “MLLR is also widely used in engineering and geoscience applications such as evaluation of soil liquefaction probability (Juang et al., 2001; Juang et al., 2002; Lai et al., 2006), assessment of landslide susceptibility (Atkinson and Massari, 1998; Ayalew and Yamagishi, 2005; Ayalew et al., 2005; Can”