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Estimation And Hypothesis Testing For Nonparametric Hedonic House Price Functions

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  1. Dongwoo Kang & Sandy Dall’erba, 2016. "Exploring the spatially varying innovation capacity of the US counties in the framework of Griliches’ knowledge production function: a mixed GWR approach," Journal of Geographical Systems, Springer, vol. 18(2), pages 125-157, April.
  2. Jeffrey P. Cohen & Jeffrey Zabel, 2020. "Local House Price Diffusion," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 48(3), pages 710-743, September.
  3. Cohen, Jeffrey P. & Barr, Jason & Kim, Eon, 2021. "Storm surges, informational shocks, and the price of urban real estate: An application to the case of Hurricane Sandy," Regional Science and Urban Economics, Elsevier, vol. 90(C).
  4. Koster, Paul R. & Koster, Hans R.A., 2015. "Commuters’ preferences for fast and reliable travel: A semi-parametric estimation approach," Transportation Research Part B: Methodological, Elsevier, vol. 81(P1), pages 289-301.
  5. Wu, Wenjie, 2012. "Spatial variations in amenity values: new evidence from Beijing, China," LSE Research Online Documents on Economics 58536, London School of Economics and Political Science, LSE Library.
  6. Fritsch, Markus & Haupt, Harry & Ng, Pin T., 2016. "Urban house price surfaces near a World Heritage Site: Modeling conditional price and spatial heterogeneity," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 260-275.
  7. Banzhaf, H. Spencer & Farooque, Omar, 2013. "Interjurisdictional housing prices and spatial amenities: Which measures of housing prices reflect local public goods?," Regional Science and Urban Economics, Elsevier, vol. 43(4), pages 635-648.
  8. Yoo, James & Simonit, Silvio & Connors, John P. & Maliszewski, Paul J. & Kinzig, Ann P. & Perrings, Charles, 2013. "The value of agricultural water rights in agricultural properties in the path of development," Ecological Economics, Elsevier, vol. 91(C), pages 57-68.
  9. Cohen, Jeffrey P. & Danko, Joseph J. & Yang, Ke, 2019. "Proximity to a water supply reservoir and dams: Is there spatial heterogeneity in the effects on housing prices?," Journal of Housing Economics, Elsevier, vol. 43(C), pages 14-22.
  10. Garcia-López, Miquel-Àngel & Hémet, Camille & Viladecans-Marsal, Elisabet, 2017. "Next train to the polycentric city: The effect of railroads on subcenter formation," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 50-63.
  11. Yuting Hou, 2017. "Traffic congestion, accessibility to employment, and housing prices: A study of single-family housing market in Los Angeles County," Urban Studies, Urban Studies Journal Limited, vol. 54(15), pages 3423-3445, November.
  12. Jeffrey P. Cohen & Cletus C. Coughlin & Jonas C. Crews, 2017. "Airport Noise in Atlanta: The Inequality of Sound," Working Papers 2017-15, Federal Reserve Bank of St. Louis.
  13. Grislain-Letrémy, Céline & Katossky, Arthur, 2014. "The impact of hazardous industrial facilities on housing prices: A comparison of parametric and semiparametric hedonic price models," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 93-107.
  14. Wen-Tai Hsu & Tomoya Mori & Tony E. Smith, 2014. "Spatial Patterns and Size Distributions of Cities," KIER Working Papers 882, Kyoto University, Institute of Economic Research.
  15. Arnab Bhattacharjee & Taps Maiti & Dennis Petrie, 2014. "Spatial structures of health outcomes and health behaviours in Scotland: Evidence from the Scottish Health Survey," SEEC Discussion Papers 1401, Spatial Economics and Econometrics Centre, Heriot Watt University.
  16. Jacob Macdonald & Sofia Franco, 2015. "The Effects of Tangible Immovable Cultural Heritage on Residential Property Values: Evidence from Lisbon, Portugal," ERSA conference papers ersa15p657, European Regional Science Association.
  17. Garcia-López, Miquel-Àngel, 2012. "Urban spatial structure, suburbanization and transportation in Barcelona," Journal of Urban Economics, Elsevier, vol. 72(2), pages 176-190.
  18. Hans R. A. Koster & Jos N. van Ommeren & Piet Rietveld, 2016. "Historic amenities, income and sorting of households," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 203-236.
  19. Fang, Lu & Munneke, Henry J., 2021. "A spatial analysis of borrowers’ mortgage termination decision – A nonparametric approach," Regional Science and Urban Economics, Elsevier, vol. 86(C).
  20. Tuukka Saarimaa & Mika Kortelainen, 2012. "Do Homeowners Benefit the Neighborhood? Evidence from Semiparametric Hedonic Regressions," ERSA conference papers ersa12p472, European Regional Science Association.
  21. Ostermeijer, Francis & Koster, Hans RA. & van Ommeren, Jos, 2019. "Residential parking costs and car ownership: Implications for parking policy and automated vehicles," Regional Science and Urban Economics, Elsevier, vol. 77(C), pages 276-288.
  22. Franco, Sofia F. & Macdonald, Jacob L., 2018. "The effects of cultural heritage on residential property values: Evidence from Lisbon, Portugal," Regional Science and Urban Economics, Elsevier, vol. 70(C), pages 35-56.
  23. Franco, Sofia F. & Cutter, W. Bowman, 2022. "The determinants of non-residential real estate values with special reference to environmental local amenities," Ecological Economics, Elsevier, vol. 201(C).
  24. Clark, David & Pennington-Cross, Anthony, 2016. "Determinants of industrial property rents in the Chicago metropolitan area," Regional Science and Urban Economics, Elsevier, vol. 56(C), pages 34-45.
  25. Paul Koster & Hans Koster, 2013. "Commuters' Preferences for Fast and Reliable Travel," Tinbergen Institute Discussion Papers 13-075/VIII, Tinbergen Institute, revised 30 Apr 2015.
  26. Elizabeth Plummer, 2014. "The Effects of Property Tax Protests on the Assessment Uniformity of Residential Properties," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 42(4), pages 900-937, December.
  27. Marco Helbich, 2015. "Do Suburban Areas Impact House Prices?," Environment and Planning B, , vol. 42(3), pages 431-449, June.
  28. Koster, Hans R.A. & Rouwendal, Jan, 2013. "Agglomeration, commuting costs, and the internal structure of cities," Regional Science and Urban Economics, Elsevier, vol. 43(2), pages 352-366.
  29. Chun-Chang Lee & Chih-Min Liang & Cheng-Huang Tung & Yu-Jian Lu, 2018. "The Impact of Luxury Housing on Neighborhood Housing Prices in Taipei City," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 8(10), pages 1211-1225, October.
  30. Peiyong Yu, 2016. "Effects of Sex Offenders’ Residential Locations on Property Values Using both Parametric and Semiparametric Models," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 44(3), pages 277-291, September.
  31. Jeffrey P. Cohen & Robert G. Cromley & Kevin T. Banach, 2015. "Are Homes Near Water Bodies and Wetlands Worth More or Less? An Analysis of Housing Prices in One Connecticut Town," Growth and Change, Wiley Blackwell, vol. 46(1), pages 114-132, March.
  32. Julia Koschinsky & Nancy Lozano-Gracia & Gianfranco Piras, 2012. "The welfare benefit of a home’s location: an empirical comparison of spatial and non-spatial model estimates," Journal of Geographical Systems, Springer, vol. 14(3), pages 319-356, July.
  33. Yasin Sunak & Reinhard Madlener, 2017. "The impact of wind farms on property values: A locally weighted hedonic pricing model," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 423-444, June.
  34. Marco Helbich & Wolfgang Brunauer & Eric Vaz & Peter Nijkamp, 2014. "Spatial Heterogeneity in Hedonic House Price Models: The Case of Austria," Urban Studies, Urban Studies Journal Limited, vol. 51(2), pages 390-411, February.
  35. Jeffrey P. Cohen & Cletus C. Coughlin & Jeffrey Zabel, 2020. "Time-Geographically Weighted Regressions and Residential Property Value Assessment," The Journal of Real Estate Finance and Economics, Springer, vol. 60(1), pages 134-154, February.
  36. Daniel P. McMillen, 2010. "Issues In Spatial Data Analysis," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 119-141, February.
  37. Ahlfeldt, Gabriel M. & Maennig, Wolfgang, 2015. "Homevoters vs. leasevoters: A spatial analysis of airport effects," Journal of Urban Economics, Elsevier, vol. 87(C), pages 85-99.
  38. Thanos, Sotirios & Dubé, Jean & Legros, Diègo, 2016. "Putting time into space: the temporal coherence of spatial applications in the housing market," Regional Science and Urban Economics, Elsevier, vol. 58(C), pages 78-88.
  39. Daniel McMillen & Maria Edisa Soppelsa, 2015. "A Conditionally Parametric Probit Model Of Microdata Land Use In Chicago," Journal of Regional Science, Wiley Blackwell, vol. 55(3), pages 391-415, June.
  40. Ahlfeldt, Gabriel M. & Maennig, Wolfgang, 2015. "Homevoters vs. leasevoters: A spatial analysis of airport effects," Journal of Urban Economics, Elsevier, vol. 87(C), pages 85-99.
  41. Anping Chen & Marlon Boarnet & Mark Partridge & Wenjie Wu & Guanpeng Dong, 2014. "Valuing The “Green” Amenities In A Spatial Context," Journal of Regional Science, Wiley Blackwell, vol. 54(4), pages 569-585, September.
  42. Geniaux, Ghislain & Martinetti, Davide, 2018. "A new method for dealing simultaneously with spatial autocorrelation and spatial heterogeneity in regression models," Regional Science and Urban Economics, Elsevier, vol. 72(C), pages 74-85.
  43. Simlai, Prodosh, 2014. "Estimation of variance of housing prices using spatial conditional heteroskedasticity (SARCH) model with an application to Boston housing price data," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(1), pages 17-30.
  44. Keeler, Zachary T. & Stephens, Heather M., 2020. "Valuing shale gas development in resource-dependent communities," Resources Policy, Elsevier, vol. 69(C).
  45. Cathrine Ulla Jensen & Toke Emil Panduro, 2016. "PanJen: A test for functional form with continuous variables," IFRO Working Paper 2016/08, University of Copenhagen, Department of Food and Resource Economics.
  46. Sumit Agarwal & Ying Fan & Daniel P. McMillen & Tien Foo Sing, 2021. "Tracking the pulse of a city—3D real estate price heat maps," Journal of Regional Science, Wiley Blackwell, vol. 61(3), pages 543-569, June.
  47. William Cheung & Lewen Guo & Yuichiro Kawaguchi, 2021. "Automated valuation model for residential rental markets: evidence from Japan," Journal of Spatial Econometrics, Springer, vol. 2(1), pages 1-34, December.
  48. Erasmo Giambona & Rafael P. Ribas, 2023. "The external cost of prostitution: Evidence from shutting down red light districts in the Netherlands," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(3), pages 630-654, May.
  49. Koster, Hans R. A., 2013. "Rocketing rents the magnitude and attenuation of agglomeration economies in the commercial property market," LSE Research Online Documents on Economics 58531, London School of Economics and Political Science, LSE Library.
  50. Rafa Madariaga & Joan Carles Martori & Ramon Oller, 2011. "Income, distance and spatial effects in the Monocentric model. The Barcelona Metropolitan Area case," ERSA conference papers ersa11p511, European Regional Science Association.
  51. Zachary T. Keeler & Heather M. Stephens, 2023. "The capitalization of metro rail access in urban housing markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 51(3), pages 686-720, May.
  52. Paul Koster & Hans Koster, 2013. "Analysing Heterogeneity in the Value of Travel Time and Reliability: A Semiparametric Estimation Approach," ERSA conference papers ersa13p1032, European Regional Science Association.
  53. Barr, Jason & Cohen, Jeffrey P., 2014. "The floor area ratio gradient: New York City, 1890–2009," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 110-119.
  54. Wrenn, Douglas H. & Sam, Abdoul G. & Irwin, Elena G., 2012. "Searching for the Urban Fringe: Exploring Spatio-Temporal Variations in the Effect of Distance versus Local Interactions on Residential Land Conversion Using a Conditionally-Parametric Discrete-Time D," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 125007, Agricultural and Applied Economics Association.
  55. Kortelainen, Mika & Saarimaa, Tuukka, 2012. "Do homeowners benefit urban neighborhoods? evidence from housing prices," LSE Research Online Documents on Economics 57923, London School of Economics and Political Science, LSE Library.
  56. Cohen, Jeffrey P. & Coughlin, Cletus C. & Crews, Jonas, 2019. "Traffic noise in Georgia: Sound levels and inequality," Journal of Housing Economics, Elsevier, vol. 44(C), pages 150-165.
  57. repec:wiw:wiwrsa:ersa14p34 is not listed on IDEAS
  58. Rafa Madariaga & Joan Martori & Ramon Oller, 2014. "Income, distance and amenities. An empirical analysis," Empirical Economics, Springer, vol. 47(3), pages 1129-1146, November.
  59. Moeltner, Klaus & Puri, Roshan & Johnston, Robert J. & Besedin, Elena & Balukas, Jessica & Le, Alyssa, 2022. "Locally Weighted Meta-Regression and Benefit Transfer," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322359, Agricultural and Applied Economics Association.
  60. Matthew Gnagey & Therese Grijalva, 2018. "The impact of trails on property values: a spatial analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(1), pages 73-97, January.
  61. Ghislain Geniaux, 2024. "Speeding up estimation of spatially varying coefficients models," Journal of Geographical Systems, Springer, vol. 26(3), pages 293-327, July.
  62. Pede, Valerien O. & Florax, Raymond J.G.M. & Lambert, Dayton M., 2014. "Spatial econometric STAR models: Lagrange multiplier tests, Monte Carlo simulations and an empirical application," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 118-128.
  63. Daniel Lo & Kwong Wing Chau & Siu Kei Wong & Michael McCord & Martin Haran, 2022. "Factors Affecting Spatial Autocorrelation in Residential Property Prices," Land, MDPI, vol. 11(6), pages 1-16, June.
  64. Zhengyi Zhou & Hong Chen & Lu Han & Anming Zhang, 2021. "The Effect of a Subway on House Prices: Evidence from Shanghai," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(S1), pages 199-234, March.
  65. Hans R. A. Koster & Jos Ommeren & Piet Rietveld, 2014. "Agglomeration Economies and Productivity: A Structural Estimation Approach Using Commercial Rents," Economica, London School of Economics and Political Science, vol. 81(321), pages 63-85, January.
  66. Thomas R. Cook & Greg Gupton & Zach Modig & Nathan M. Palmer, 2021. "Explaining Machine Learning by Bootstrapping Partial Dependence Functions and Shapley Values," Research Working Paper RWP 21-12, Federal Reserve Bank of Kansas City.
  67. Hans R. A. Koster & Piet Rietveld & Jos N. van Ommerren, 2011. "Is the Sky the Limit? An Analysis of High-Rise Office Buildings," SERC Discussion Papers 0086, Centre for Economic Performance, LSE.
  68. Wei, Chuan-Hua & Qi, Fei, 2012. "On the estimation and testing of mixed geographically weighted regression models," Economic Modelling, Elsevier, vol. 29(6), pages 2615-2620.
  69. Billé, AG & Salvioni, C. & Benedetti, R., 2015. "Spatial Heterogeneity In Production Functions Models," 150th Seminar, October 22-23, 2015, Edinburgh, Scotland 212662, European Association of Agricultural Economists.
  70. Cohen, Jeffrey P. & Brown, Mike, 2017. "Does a new rail rapid transit line announcement affect various commercial property prices differently?," Regional Science and Urban Economics, Elsevier, vol. 66(C), pages 74-90.
  71. Sunding, David L. & Swoboda, Aaron M., 2010. "Hedonic analysis with locally weighted regression: An application to the shadow cost of housing regulation in Southern California," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 550-573, November.
  72. Yu, Peiyong, 2015. "The Effect of Eminent Domain on Private and Mixed Development on Property Values," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 45(2).
  73. Longhofer, Stanley D. & Redfearn, Christian L., 2022. "Estimating land values using residential sales data," Journal of Housing Economics, Elsevier, vol. 58(PA).
  74. Miquel- Àngel Garcia-López, 2012. "Urban spatial structure, suburbanization and transportation in Barcelona," Working Papers 2012/11, Institut d'Economia de Barcelona (IEB).
  75. Singh, Ruchi, 2019. "Seismic risk and house prices: Evidence from earthquake fault zoning," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 187-209.
  76. Yiying Cheng & Steven P. Clark & Kiplan S. Womack, 2021. "A Real Options Model of Real Estate Development with Entitlement Risk," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(1), pages 106-151, March.
  77. Wrenn, Douglas H. & Sam, Abdoul G., 2014. "Geographically and temporally weighted likelihood regression: Exploring the spatiotemporal determinants of land use change," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 60-74.
  78. Aaron Swoboda & Tsegaye Nega & Maxwell Timm, 2015. "Hedonic Analysis Over Time And Space: The Case Of House Prices And Traffic Noise," Journal of Regional Science, Wiley Blackwell, vol. 55(4), pages 644-670, September.
  79. Diana Gutiérrez-Posada & Fernando Rubiera-Morollon & Ana Viñuela, 2017. "Heterogeneity in the Determinants of Population Growth at the Local Level," International Regional Science Review, , vol. 40(3), pages 211-240, May.
  80. Efthymiou, D. & Antoniou, C., 2013. "How do transport infrastructure and policies affect house prices and rents? Evidence from Athens, Greece," Transportation Research Part A: Policy and Practice, Elsevier, vol. 52(C), pages 1-22.
  81. Wenjie Wu & Guanpeng Dong & Wenzhong Zhang, 2017. "The puzzling heterogeneity of amenity capitalization effects on land markets," Papers in Regional Science, Wiley Blackwell, vol. 96, pages 135-153, March.
  82. Hanson, Andrew & Hawley, Zackary, 2014. "Where does racial discrimination occur? An experimental analysis across neighborhood and housing unit characteristics," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 94-106.
  83. Mark D. Partridge & Dan S. Rickman, 2012. "Integrating Regional Economic Development Analysis and Land Use Economics," Economics Working Paper Series 1203, Oklahoma State University, Department of Economics and Legal Studies in Business.
  84. Arnab Bhattacharjee & Liqian Cai & Taps Maiti, 2013. "Functional regression over irregular domains," SEEC Discussion Papers 1301, Spatial Economics and Econometrics Centre, Heriot Watt University.
  85. Brian Y. An & Raphael W. Bostic & Andrew Jakabovics & Anthony W. Orlando & Seva Rodnyansky, 2021. "Why Are Small and Medium Multifamily Properties So Inexpensive?," The Journal of Real Estate Finance and Economics, Springer, vol. 62(3), pages 402-422, April.
  86. Bhattacharjee, Arnab & Maiti, Taps & Petrie, Dennis, 2014. "General equilibrium effects of spatial structure: Health outcomes and health behaviours in Scotland," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 286-297.
  87. Murakami, Jin & Chang, Zheng, 2018. "Polycentric development under public leasehold: A spatial analysis of commercial land use rights," Regional Science and Urban Economics, Elsevier, vol. 71(C), pages 25-36.
  88. Erasmo Giambona & Rafael P. Ribas, 2023. "Unveiling the Price of Obscenity: Evidence From Closing Prostitution Windows in Amsterdam," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 677-705, June.
  89. Koster, Hans R.A. & van Ommeren, Jos & Rietveld, Piet, 2014. "Estimation of semiparametric sorting models: Explaining geographical concentration of business services," Regional Science and Urban Economics, Elsevier, vol. 44(C), pages 14-28.
  90. Cohen, Jeffrey P. & Osleeb, Jeffrey P. & Yang, Ke, 2014. "Semi-parametric regression models and economies of scale in the presence of an endogenous variable," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 252-261.
  91. Dayton M. Lambert & Wan Xu & Raymond J. G. M. Florax, 2014. "Partial Adjustment Analysis of Income and Jobs, and Growth Regimes in the Appalachian Region with Smooth Transition Spatial Process Models," International Regional Science Review, , vol. 37(3), pages 328-364, July.
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