Semi-parametric tools for spatial hedonic models: An introduction to mixed geographically weighted regression and geoadditive models

Hedonic Methods in Housing Markets: Pricing Environmental Amenities and Segregation

Volumn , Issue , 2008, Pages 101-127

  Geniaux, Ghislain ^a   Napoléone, Claude ^a  

^a INRA Ecodeveloppement   (France)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 77957153810     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-0-387-76815-1_6     Document Type: Chapter

References (33)

1. Anselin L (1988) Spatial Econometrics: Methods and Models. Kluwer Academic Publishers, Dordrecht, The Netherlands.Kluwer Academic Publishers, Dordrecht, The Netherlands
2. Anselin L (2001) Spatial effects in econometric practice in environmental and resource economics. American Journal of Agricultural Economics 83: 705-710
3. Anselin L, Bera AK, Florax R, Yoon MJ (1996) Simple diagnostic test for spatial dependance. Regional Science and Urban Economics 26: 77-104
4. Azzalini A, Bowman A (1997) Applied Smoothing Techniques for Data Analysis. Oxford University Press, NewYork
5. Bivand R, Yu D (2006) Geographically weighted regression. R package version 0.3-12, http://ncg.nuim.ie/ncg/GWR/index.htm
6. Bowman A (1984) An alternative method of cross-validation for the smoothing of density estimate. Biometrika 71: 353-360
7. Brueckner JK (2001) Urban sprawl: Lessons from urban economics. In: Gale WG, Rothenberg J (eds) Brookings-Wharton Papers on Urban Affairs. Brookings Institution Press, pp 65-89
8. Brunsdon C, Fotheringham AS, Charlton M (1996) Geographically weighted regression: A method for exploring spatial nonstationarity. Geographical Analysis 28: 281-298
9. Brunsdon C, Fotheringham AS, Charlton M (1998) Spatial nonstationarity and autoregressive models. Environment and Planning A 30: 957-993
10. Cleveland W (1979) Robust locally weighted regression and smoothing scatter-plots. Journal of the American Statistical Association 74: 829-836
11. Craven P, Wahba G (1979) Smoothing noisy data with spline functions. Numerische Mathematik 31: 377-403
12. Des Rosiers F, Thiérault M (1996) Houses prices, neighborhood factors and spatial dynamics: improving hedonic modeling using trend surface analysis. Working Paper, Faculté des sciences de l'Administration, Laval University, Québec, CA
13. Fotheringham AS, Charlton M, Brunsdon C (1997) Two techniques for exploring nonstationarity in geographical data. Geographical Systems 4: 59-82
14. Fotheringham AS, Brunsdon C, Charlton M (1999) Some notes on parametric significance tests for geographically weigthed regression. Journal of Regional Science 39: 497-524
15. Fotheringham AS, Brunsdon C, Charlton M (2002) Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. John Wiley & Sons, New York
16. Geniaux G, Napoléone C (2005) Rente foncière et anticipations dans le périurbain. Economie et Prévision 68: 77-92
17. Hastie TJ, Tibshirani R (1990) Generalized Additive Models. Chapman and Hall, London
18. Hastie TJ, Tibshirani R (1993) Varying-coefficient models. Journal of the Royal Statistical Society B55: 757-796
19. Hoaglin D, Welsch RE (1978) The hat matrix in regression and anova. The American Statistician 32: 17-22
20. Kammann EE, Wand MP (2003) Geoadditive models. Journal of the Royal Statistical Society C52: 1-18
21. Kendall M, Stuart A (1977) The advanced theory of statistics. Griffin, London
22. Kim YJ, Gu C (2004) Smoothing spline gaussian regression: more scalable computation via efficient approximation. Journal of the Royal Statistical Society B66: 337-356
23. Leung Y, Mei C, Zhang W (2000a) Statistical tests for spatial nonstationarity based on the geographically weighted regression model. Environment And Planning A32: 9-32
24. Leung Y, Mei C, Zhang W (2000b) Testing for spatial autocorrelation among the residuals of the geographically weighted regression. Environment And Planning A32: 871-890
25. Mei C (2006) Geographically weighted regression technique for spatial data analysis. Working Paper of School Science, Xi'an Jiaotong University
26. Mei C, He S, Fang K (2004) A note on the mixed geographically weighted regression model. Journal of Regional Science 44: 143-157
27. Paez A (2002) Spatial parametric non-stationarity: a variance heterogeneity approach. Working Paper, Centre for Spatial Analysis, School of Geography and Geology, McMaster University
28. Paez A, Uchida T, Miyamoto K (2001) Spatial association and heterogeneity issues in land price models. Urban Studies 38: 1493-1508
29. Plantinga A, Lubowski R, Stavins R (2002) The effects of potential land development on agricultural land prices. Journal of Urban Economics 52: 561-581
30. Quigley JM (1995) A simple hybrid model for estimating real estate price indexes. Journal of Housing Economics 4: 1-12
31. Speckman P (1988) Kernel smoothing in partial linear model. Journal of the Royal Statistical Society B50: 413-436
32. Wood S (2004) Stable and efficient multiple smoothing parameter estimation for generalized additive models. Journal of the American Statistical Association 99: 673-686
33. Wood S (2006) Generalized Additive Models: An Introduction with R. Chapman and Hall, CRC