Segmentation of Spatially Dependent Geographical Units: Model and Application
Published Online:25 Apr 2017https://doi.org/10.1287/mnsc.2016.2699
References
- (2010) Comparing fuzzy, probabilistic, and possibilistic partitions. IEEE Trans. Fuzzy Systems 18(5):906–918.Crossref, Google Scholar
- (2014) Hierarchical Modeling and Analysis for Spatial Data, 2nd ed. (CRC Press, Boca Raton, FL).Google Scholar
- (2002) A stability-based method for discovering structure in clustered data. Pacific Sympos. Biocomput., Vol. 7, 6–17.Google Scholar
- (1974) City shoppers and urban identification—Revisited. J. Marketing 38(3):67–69.Crossref, Google Scholar
- (1996) Geographically weighted regression: A method for exploring spatial nonstationarity. Geographical Anal. 28(4):281–298.Crossref, Google Scholar
- (1998) Geographically weighted regression-modeling spatial nonstationarity. J. Roy. Statist. Soc. D 47(3):431–443.Crossref, Google Scholar
- (1972) Generating models by the expansion method: Applications to geographical research. Geographical Analysis 4(1):81–91.Crossref, Google Scholar
- (1986) The dual expansion method: An application for evaluating the effects of population growth on development. IEEE Trans. Systems, Man Cybernetics 16(1):29–39.Crossref, Google Scholar
- (1999) The econometric estimation and testing of DARP models. J. Geographical Syst. 1(2):91–106.Crossref, Google Scholar
- Cliquet G, ed. (2013) Geomarketing: Methods and Strategies in Spatial Marketing (John Wiley & Sons, New York).Crossref, Google Scholar
- (1979) Robust locally weighted regression and smoothing scatterplots. J. Amer. Statist. Assoc. 74(368):829–836.Crossref, Google Scholar
- Dawson J, ed. (2012) Retail Geography (RLE Retailing and Distribution, Routledge, London).Google Scholar
- (2004) The big triangle small triangle method for the solution of non-convex facility location problems. Oper. Res. 52(1):128–135.Link, Google Scholar
- (1981) The nine nations of North America. Amer. Demographics 4(4):14–22.Google Scholar
- (2003) Spatial modeling with spatially varying coefficient processes. J. Amer. Statist. Assoc. 98(462):387–396.Crossref, Google Scholar
- (2002) Econometric Analysis, 5th ed. (Prentice Hall, Upper Saddle River, NJ).Google Scholar
- (1999) Planning merchandising decisions to account for regional and product assortment differences. J. Retailing 75(3):405–424.Crossref, Google Scholar
- (1987) A simultaneous approach to market segmentation and market structuring. J. Marketing Res. 24(2):139–53.Crossref, Google Scholar
- (2006) The Handbook of Marketing Research (Sage, Thousand Oaks, CA).Crossref, Google Scholar
- (1981) The influence of geographical subcultures in the US. Advances in Consumer Research, Vol. VIII (Association of Consumer Research, Ann Arbor, MI), 713–717.Google Scholar
- (2002) The role of cities: Evidence from placement of sales offices. Research Department Staff Report, Federal Reserve Bank of Minneapolis.Google Scholar
- (1982) Labor productivity in retailing. J. Marketing 46(4):75–90.Crossref, Google Scholar
- (1984) Structural determinants of market potential. J. Retailing 60(1):37–64.Google Scholar
- (1986) The nine nations of North America and the value basis of geographic segmentation. J. Marketing 50(2):37–47.Crossref, Google Scholar
- (1988) A comparison of the Akaike and Schwarz criteria for selecting model order. Appl. Statist. 37(2):187–195.Crossref, Google Scholar
- (1999) A mathematical programming approach to clusterwise regression model and its extensions. European J. Oper. Res. 116(3):640–652.Crossref, Google Scholar
- (2000) Estimation of disease rates in small areas: A new mixed model for spatial dependence. Halloran ME eds. Statistical Models in Epidemiology, the Environment, and Clinical Trials (Springer, New York), 179–191.Crossref, Google Scholar
- (1999) The Theory and Practice of Spatial Econometrics , http://www.spatial-econometrics.com/html/sbook.pdf.Google Scholar
- (2000) Statistical tests for spatial nonstationarity based on the geographically weighted regression model. Environ. Planning A 32(1):9–32.Crossref, Google Scholar
- (2008) A note on conditional AIC for linear mixed-effects models. Biometrika 95(3):773–778.Crossref, Google Scholar
- (2004) Finite Mixture Models (John Wiley & Sons, Hoboken, NJ).Google Scholar
- (2004) Geographic patterns in customer service and satisfaction: An empirical investigation. J. Marketing 68(3):48–62.Crossref, Google Scholar
- (2000) Homeostasis and consumer behavior across cultures. Internat. J. Res. Marketing 17(1):33–53.Crossref, Google Scholar
- (1994) GroupLens: An open architecture for collaborative filtering of netnews. Proc. 1994 ACM Conf. Comput. Supported Cooperative Work (ACM, New York), 175–186.Crossref, Google Scholar
- (2003) Semiparametric Regression, Cambridge Series in Statistical and Probabilistic Mathematics (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (1995) Capturing geographically localized misspecification error in retail store choice models. J. Marketing Res. 32(1):103–110.Crossref, Google Scholar
- (1995) Return on quality: Making service quality financially accountable. J. Marketing 59(2):58–70.Crossref, Google Scholar
- (2000) Driving Customer Equity: How Customer Lifetime Value is Reshaping Corporate Strategy (Free Press, New York).Google Scholar
- (2001) Item-based collaborative filtering recommendation algorithms. Proc. 10th Internat. Conf. World Wide Web (ACM, New York), 285–295.Crossref, Google Scholar
- (1999) International market segmentation based on consumer-product relations. J. Marketing Res. 36(1):1–17.Crossref, Google Scholar
- (2002) Identifying spatial segments in international markets. Marketing Sci. 21(2):160–177.Link, Google Scholar
- (2011) Regional and categorical patterns in consumer behavior: Revealing trends. J. Retailing 87(1):18–30.Crossref, Google Scholar
- (2000) Market Segmentation: Conceptual and Methodological Foundations (Kluwer, Boston).Crossref, Google Scholar
- (2005) Multicollinearity and correlation among local regression coefficients in geographically weighted regression. J. Geographical Systems 7(2):161–187.Crossref, Google Scholar
- (1992) Global consumer segmentation versus local market orientation. Management Internat. Rev. 32(3):265–273.Google Scholar
- (1982) The definition of market segments for banking services. Eur. J. Marketing 16(3):14–22.Crossref, Google Scholar

