Quotation Staufer-Steinnocher, Petra. 2008. Analysing Spatio-Temporal Point Patterns – Adaptive versus Fixed Band Width Kernel Density Estimation. 2008 AAG Association of American Geographers Annual Meeting, Boston, MA, Vereinigte Staaten/USA, 15.04.-19.04.


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Abstract

This research reviews the method of adaptive kernel density estimation versus the one with fixed band width for the modelling and exploration of spatial point patterns with a particular reference to spatio-temporal variations in food retailing concentration and local micro market structures. The case study region Upper Austria comprises sub-areas in which grocery outlets (i.e. the events) are more densely packed than others. Thus, adaptive local adjustment of bandwidth seems to be appropriate for balancing the reliability of estimates against the degree of spatial detail that is retained, given the observed pattern of event locations. In order to illustrate this technique exemplarily, the changes in spatial concentration of grocery outlets of two groups of retailers are analysed for two dates. One group comprises the two market leaders, which had a joint market share in 2004 of about 71 percent in terms of total revenue, and of 45 percent in terms of outlets, respectively. The other group consists of the other market participants. The discussion will centre on the evaluation of adaptive dual density kernel estimates compared to results obtained in a previous study which used dual kernel density estimation with fixed bandwidth.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Paper presented at an academic conference or symposium
Language English
Title Analysing Spatio-Temporal Point Patterns – Adaptive versus Fixed Band Width Kernel Density Estimation
Event 2008 AAG Association of American Geographers Annual Meeting
Year 2008
Date 15.04.-19.04
Country United States/USA
Location Boston, MA
URL http://communicate.aag.org/eseries/aag_org/program/index.cfm?mtgID=53

Associations

People
Staufer-Steinnocher, Petra (Details)
Organization
Institute for Economic Geography and GIScience IN (Details)
Research areas (ÖSTAT Classification 'Statistik Austria')
1807 Economic geography (Details)
1810 Geographic Information Systems (GIS) (Details)
5320 Marketing (Details)
5330 Site selection (Details)
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