A regional peaks‐over‐threshold model in a nonstationary climate

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Automated threshold selection for extreme value analysis via ordered goodness-of-fit tests with adjustment for false discovery rate (2018, background): “Temporal or covariate varying thresholds, as discussed in Roth et al. (2012) and Northrop and Jonathan (2011), is an obvious extension to this work.”
Nonstationary frequency analysis of extreme daily precipitation amounts in Southeastern Canada using a peaks-over-threshold approach (2017, methodology): “In the nonstationary case, the classical way to model change in the exceedance distribution is to keep the threshold constant and to construct covariate-dependent parameters (Coles 2001; Roth et al. 2012) as shown in many studies (Pujol et al. 2007, Begueria et al. 2011, Osman et al. 2013).”