Geoscience Reference
In-Depth Information
(mean regression) to 640 Euro (quantile regression). Again, the highest values of
the estimated effects can be found in the western counties and in Vienna.
Acknowledgements This work was supported by funds of the Oesterreichische Nationalbank
(Oesterreichische Nationalbank, Anniversary Fund, project number: 15309).
References
Banerjee S, Gelfand AE, Knight JR, Sirmans CF (2004) Spatial modeling of house prices using
normalized distance-weighted sums of stationary processes. J Bus Econ Stat 22:206-213
Bivand R (2014) spdep : spatial dependence: weighting schemes, statistics and models. R package
version 0.5-71
Brezger A, Steiner W (2008) Monotonic regression based on Bayesian P-splines: an application to
estimating price response functions from store-level scanner data. J Bus Econ Stat 26:90-104
Brezger A, Kneib T, Lang S (2005) BayesX : analyzing Bayesian structured additive regression
models. J Stat Softw 14(11):1-22
Brunauer W, Lang S, Wechselberger P, Bienert S (2010) Additive hedonic regression models with
spatial scaling factors: an application for rents in Vienna. J Real Estate Finance Econ 40:390-
410
Brunauer W, Lang S, Umlauf N (2013) Modeling house prices using multilevel structured additive
regression. Stat Model 13:95-123
Can A (1998) GIS and spatial analysis of housing and mortgage markets. J Hous Res 9(1):61-86
Cohen JP, Coughlin CC (2008) Spatial hedonic models of airport noise, proximity, and housing
prices. J Reg Sci 48:859-878
Eilers PHC, Marx BD (1996) Flexible smoothing using B-splines and penalized likelihood. Stat
Sci 11:89-121
Fahrmeir L, Kneib T, Lang S (2004) Penalized structured additive regression for space-time data:
a Bayesian perspective. Stat Sin 14:731-761
Fahrmeir L, Kneib T, Lang S, Marx B (2013) Regression: models, methods and applications.
Springer, Berlin/New York
Follain J, Jimenez E (1985) Estimating the demand for housing characteristics: a survey and
critique. Reg Sci Urban Econ 15:77-107
Gelman A, Hill J (2006) Data analysis using regression and multilevel/hierarchical models.
Cambridge University Press, Leiden
Helbich M, Brunauer W, Vaz E, Nijkamp P (2014) Spatial heterogeneity in hedonic house price
models: the case of Austria. Urban Stud 51:390-411
Kamman EE, Wand MP (2003) Geoadditive models. J R Stat Soc C 52:1-18
Klein N, Kneib T, Lang S (2013) Bayesian structured additive distributional regression. Working
paper 2013-23, working papers in economics and statistics, research platform empirical and
experimental economics, University of Innsbruck
Koenker R (2005) Quantile regression. Cambridge University Press, Cambridge/New York
Koenker R, Mizera I (2004) Penalized triograms: total variation regularization for bivariate
smoothing. J R Stat Soc B 66:145-163
Lang S, Brezger A (2004) Bayesian P-splines. J Comput Graph Stat 13:183-212
Lang S, Umlauf N, Wechselberger P, Harttgen K, Kneib T (2014) Multilevel structured additive
regression. Stat Comput 24:223-238
Malpezzi S (2003) Hedonic pricing models: a selective and applied review. In: O'Sullivan T,
Gibb K (eds) Housing economics and public policy. Blackwell Science Ltd., Oxford/Malden,
pp 67-89
Search WWH ::




Custom Search