Geometrically Corrected Second Order Analysis of Events on a Linear Network, with Applications to Ecology and Criminology

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Kernel Density Estimation on a Linear Network (2017, methodology): “The ‘points’ may be traffic accidents, vehicle thefts or street crimes (Yamada & Thill, 2004; Lu & Chen, 2007; Xie & Yan, 2008; Ang et al., 2012); roadside trees or invasive species (Spooner et al., 2004; Deckers et al., 2005); retail stores, roadside kiosks or urban parks (Okabe & Kitamura, 1996;…”
Point Patterns Occurring on Complex Structures in Space and Space-Time: An Alternative Network Approach (2016, background): “) point processes. Another family of structural models for planar point processes that is similar in spirit, but diﬀerent in detail, was presented by Okabe and Yamada (2001) as well as Ang (2010) and Ang et al. (2012) who derived an extension of Ripleys’ K-function (Ripley, 1976) to planar point pro”