Sven Müller
Affiliation: Ph.D., Associate Professor, Transport Business Economics, Karlsruhe University of Applied Sciences, Germany
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Advanced spatial analytics and management: models, methods and applications
Sven Müller doi: http://dx.doi.org/10.21511/ppm.14(2).2016.07Problems and Perspectives in Management Volume 14, 2016 Issue #2 pp. 67-73
Views: 948 Downloads: 284 TO CITEIn this contribution, a concept of the integration of spatial predictive analytics and mathematical programs for spatial decision making – namely, advanced spatial analytics and management – is outlined. In particular, selected methods for spatial predictive analytics are discussed, including spatial econometrics and discrete choice analysis. Then, the integration of spatial predictive models in mathematical programs (prescriptive analytics) for facility location and districting is demonstrated. The paper includes illustrative applications which stem from health care, retail, marketing, logistics, and transportation. Based on the discussion, future research perspectives are developed