Utilize este identificador para referenciar este registo: http://hdl.handle.net/10400.3/2179
Título: Spatial analysis data in supermarket site assessment.
Autor: Mendes, Armando B.
Cardoso, Margarida G.M.S.
Oliveira, Rui Carvalho
Palavras-chave: Spatial Data Analysis
Voronoi Diagrams
Influence Area
Discriminant Analysis
Classification Tree
Precision Index
Jackknife Validation
Dominance Analysis
Data: Abr-2005
Citação: Mendes, Armando B.; Margarida G.M.S. Cardoso e Oliveira, Rui Carvalho (2005). "Spatial analysis data in supermarket site assessment". JOCLAD 2005, XII Jornadas de Classificação e Análise de Dados, Universidade dos Açores: Ponta Delgada, 20 a 23 de Abril de 2005 (Comunicação).
Resumo: In this presentation a methodology is suggested for site assessment and site selection based in a data analysis framework. This framewo rk consists in tree steeps using different data analysis methods from cluster analysis, classification trees and regression analysis. The different variables selected in all the models used for the three steeps are compared and the spatial analysis data importance in site assessment is evaluated. For variable importance several easures can be used. In this text we use the discriminant power for the selection of profiling variables and a precision index for classification trees. Dominance analysis is used for the multiple regression models in the forecasting procedure. The advantage of this technique over other techniques as the standardized coefficients is that it overcomes some limitations of stepwise regression. The different measures of variable importance result in a clear pattern for the relevance of spatial analysis variables, being only dominated by the "trade area". So, spatial analysis resulting variables are of special importance in site assessment studies and the delimitation method used for their calculation is relevant in their usefulness.
Descrição: JOCLAD 2005, XII Jornadas de Classificação e Análise de Dados, Universidade dos Açores: Ponta Delgada, 20 a 23 de Abril de 2005 (Comunicação).
URI: http://hdl.handle.net/10400.3/2179
Aparece nas colecções:DME - Comunicações a Conferências / ConferenceItem

Ficheiros deste registo:
Ficheiro Descrição TamanhoFormato 
JOCLAD05.pdf373,04 kBAdobe PDFVer/Abrir


FacebookTwitterDeliciousLinkedInDiggGoogle BookmarksMySpace
Formato BibTex MendeleyEndnote Degois 

Todos os registos no repositório estão protegidos por leis de copyright, com todos os direitos reservados.