@article{rosen1974hedonic,
  author  = {Rosen, Sherwin},
  title   = {Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition},
  journal = {Journal of Political Economy},
  year    = {1974},
  volume  = {82},
  number  = {1},
  pages   = {34--55},
  doi     = {10.1086/260169}
}

@article{sirmans2005composition,
  author  = {Sirmans, G. Stacy and Macpherson, David A. and Zietz, Emily N.},
  title   = {The Composition of Hedonic Pricing Models},
  journal = {Journal of Real Estate Literature},
  year    = {2005},
  volume  = {13},
  number  = {1},
  pages   = {1--44},
  doi     = {10.1080/10835547.2005.12090154}
}

@article{sirmans2006value,
  author  = {Sirmans, G. Stacy and MacDonald, Lynn and Macpherson, David A. and Zietz, Emily Norman},
  title   = {The Value of Housing Characteristics: A Meta Analysis},
  journal = {The Journal of Real Estate Finance and Economics},
  year    = {2006},
  volume  = {33},
  number  = {3},
  pages   = {215--240},
  doi     = {10.1007/s11146-006-9983-5}
}

@article{sirmans2010meta,
  author  = {Sirmans, G. Stacy and MacDonald, Lynn and Macpherson, David A.},
  title   = {A Meta-Analysis of Selling Price and Time-on-the-Market},
  journal = {Journal of Housing Research},
  year    = {2010},
  volume  = {19},
  number  = {2},
  pages   = {139--152},
  doi     = {10.1080/10835547.2010.12092027}
}

@article{khoshnoud2023composition,
  author  = {Khoshnoud, Mahsa and Sirmans, G. Stacy and Zietz, Emily N.},
  title   = {The Evolution of Hedonic Pricing Models},
  journal = {Journal of Real Estate Literature},
  year    = {2023},
  volume  = {31},
  number  = {1},
  pages   = {1--47},
  doi     = {10.1080/09277544.2023.2201020}
}

@incollection{malpezzi2003hedonic,
  author    = {Malpezzi, Stephen},
  title     = {Hedonic Pricing Models: A Selective and Applied Review},
  booktitle = {Housing Economics and Public Policy: Essays in Honor of {Duncan Maclennan}},
  editor    = {O'Sullivan, Tony and Gibb, Kenneth},
  publisher = {Blackwell},
  address   = {Oxford},
  year      = {2003},
  chapter   = {5},
  pages     = {67--89},
  doi       = {10.1002/9780470690680.ch5}
}

@techreport{herath2010hedonic,
  author      = {Herath, Shanaka and Maier, Gunther},
  title       = {The Hedonic Price Method in Real Estate and Housing Market Research: A Review of the Literature},
  institution = {Vienna University of Economics and Business, Research Institute for Spatial and Real Estate Economics},
  type        = {SRE-Discussion Paper},
  number      = {2010/03},
  year        = {2010},
  doi         = {10.57938/e55da0fe-d130-415d-9a5d-7bbc07c329a1}
}

@article{smith1995can,
  author  = {Smith, V. Kerry and Huang, Ju-Chin},
  title   = {Can Markets Value Air Quality? A Meta-Analysis of Hedonic Property Value Models},
  journal = {Journal of Political Economy},
  year    = {1995},
  volume  = {103},
  number  = {1},
  pages   = {209--227},
  doi     = {10.1086/261981}
}

@article{boyle2001survey,
  author  = {Boyle, Melissa A. and Kiel, Katherine A.},
  title   = {A Survey of House Price Hedonic Studies of the Impact of Environmental Externalities},
  journal = {Journal of Real Estate Literature},
  year    = {2001},
  volume  = {9},
  number  = {2},
  pages   = {117--144},
  doi     = {10.1080/10835547.2001.12090098}
}

@article{bowen2001theoretical,
  author  = {Bowen, William M. and Mikelbank, Brian A. and Prestegaard, Dean M.},
  title   = {Theoretical and Empirical Considerations Regarding Space in Hedonic Housing Price Model Applications},
  journal = {Growth and Change},
  year    = {2001},
  volume  = {32},
  number  = {4},
  pages   = {466--490},
  doi     = {10.1111/0017-4815.00171}
}

@article{nelson2004meta,
  author  = {Nelson, Jon P.},
  title   = {Meta-Analysis of Airport Noise and Hedonic Property Values: Problems and Prospects},
  journal = {Journal of Transport Economics and Policy},
  year    = {2004},
  volume  = {38},
  number  = {1},
  pages   = {1--27},
  doi     = {10.3828/jtep.2004.38.1.1}
}

@incollection{nelson2008hedonic,
  author    = {Nelson, Jon P.},
  title     = {Hedonic Property Value Studies of Transportation Noise: Aircraft and Road Traffic},
  booktitle = {Hedonic Methods in Housing Markets},
  editor    = {Baranzini, Andrea and Ramirez, Jos{\'e} and Schaerer, Caroline and Thalmann, Philippe},
  publisher = {Springer},
  address   = {New York},
  year      = {2008},
  pages     = {57--82},
  doi       = {10.1007/978-0-387-76815-1_4}
}

@techreport{mcconnell2005value,
  author      = {McConnell, Virginia and Walls, Margaret A.},
  title       = {The Value of Open Space: Evidence from Studies of Nonmarket Benefits},
  institution = {Resources for the Future},
  address     = {Washington, DC},
  type        = {RFF Report},
  year        = {2005},
  url         = {https://www.rff.org/documents/489/RFF-REPORT-Open20Spaces.pdf}
}

@article{simons2006effect,
  author  = {Simons, Robert A. and Saginor, Jesse D.},
  title   = {A Meta-Analysis of the Effect of Environmental Contamination and Positive Amenities on Residential Real Estate Values},
  journal = {Journal of Real Estate Research},
  year    = {2006},
  volume  = {28},
  number  = {1},
  pages   = {71--104},
  doi     = {10.1080/10835547.2006.12091168}
}

@article{debrezion2007impact,
  author  = {Debrezion, Ghebreegziabiher and Pels, Eric and Rietveld, Piet},
  title   = {The Impact of Railway Stations on Residential and Commercial Property Value: A Meta-analysis},
  journal = {The Journal of Real Estate Finance and Economics},
  year    = {2007},
  volume  = {35},
  number  = {2},
  pages   = {161--180},
  doi     = {10.1007/s11146-007-9032-z}
}

@article{daniel2009floods,
  author  = {Daniel, Vanessa E. and Florax, Raymond J. G. M. and Rietveld, Piet},
  title   = {Flooding Risk and Housing Values: An Economic Assessment of Environmental Hazard},
  journal = {Ecological Economics},
  year    = {2009},
  volume  = {69},
  number  = {2},
  pages   = {355--365},
  doi     = {10.1016/j.ecolecon.2009.08.018}
}

@article{jackson2010effects,
  author  = {Jackson, Thomas O. and Pitts, Jennifer},
  title   = {The Effects of Electric Transmission Lines on Property Values: A Literature Review},
  journal = {Journal of Real Estate Literature},
  year    = {2010},
  volume  = {18},
  number  = {2},
  pages   = {239--259},
  doi     = {10.1080/10835547.2010.12090275}
}

@article{kuminoff2010which,
  author  = {Kuminoff, Nicolai V. and Parmeter, Christopher F. and Pope, Jaren C.},
  title   = {Which Hedonic Models Can We Trust to Recover the Marginal Willingness to Pay for Environmental Amenities?},
  journal = {Journal of Environmental Economics and Management},
  year    = {2010},
  volume  = {60},
  number  = {3},
  pages   = {145--160},
  doi     = {10.1016/j.jeem.2010.06.001}
}

@article{waltert2010landscape,
  author  = {Waltert, Fabian and Schl{\"a}pfer, Felix},
  title   = {Landscape Amenities and Local Development: A Review of Migration, Regional Economic and Hedonic Pricing Studies},
  journal = {Ecological Economics},
  year    = {2010},
  volume  = {70},
  number  = {2},
  pages   = {141--152},
  doi     = {10.1016/j.ecolecon.2010.09.031}
}

@article{braden2011meta,
  author  = {Braden, John B. and Feng, Xia and Won, DooHwan},
  title   = {Waste Sites and Property Values: A Meta-Analysis},
  journal = {Environmental and Resource Economics},
  year    = {2011},
  volume  = {50},
  number  = {2},
  pages   = {175--201},
  doi     = {10.1007/s10640-011-9467-9}
}

@article{brander2011value,
  author  = {Brander, Luke M. and Koetse, Mark J.},
  title   = {The Value of Urban Open Space: Meta-Analyses of Contingent Valuation and Hedonic Pricing Results},
  journal = {Journal of Environmental Management},
  year    = {2011},
  volume  = {92},
  number  = {10},
  pages   = {2763--2773},
  doi     = {10.1016/j.jenvman.2011.06.019}
}

@article{nguyenhoang2011capitalization,
  author  = {Nguyen-Hoang, Phuong and Yinger, John},
  title   = {The Capitalization of School Quality into House Values: A Review},
  journal = {Journal of Housing Economics},
  year    = {2011},
  volume  = {20},
  number  = {1},
  pages   = {30--48},
  doi     = {10.1016/j.jhe.2011.02.001}
}

@article{hill2013hedonic,
  author  = {Hill, Robert J.},
  title   = {Hedonic Price Indexes for Residential Housing: A Survey, Evaluation and Taxonomy},
  journal = {Journal of Economic Surveys},
  year    = {2013},
  volume  = {27},
  number  = {5},
  pages   = {879--914},
  doi     = {10.1111/j.1467-6419.2012.00731.x}
}

@article{mohammad2013meta,
  author  = {Mohammad, Sara I. and Graham, Daniel J. and Melo, Patricia C. and Anderson, Richard J.},
  title   = {A Meta-Analysis of the Impact of Rail Projects on Land and Property Values},
  journal = {Transportation Research Part A: Policy and Practice},
  year    = {2013},
  volume  = {50},
  pages   = {158--170},
  doi     = {10.1016/j.tra.2013.01.013}
}

@article{wadud2013using,
  author  = {Wadud, Zia},
  title   = {Using Meta-Regression to Determine Noise Depreciation Indices for {Asian} Airports},
  journal = {Asian Geographer},
  year    = {2013},
  volume  = {30},
  number  = {2},
  pages   = {127--141},
  doi     = {10.1080/10225706.2013.778580}
}

@article{perino2014value,
  author  = {Perino, Grischa and Andrews, Barnaby and Kontoleon, Andreas and Bateman, Ian},
  title   = {The Value of Urban Green Space in {Britain}: A Methodological Framework for Spatially Referenced Benefit Transfer},
  journal = {Environmental and Resource Economics},
  year    = {2014},
  volume  = {57},
  number  = {2},
  pages   = {251--272},
  doi     = {10.1007/s10640-013-9665-8}
}

@article{higgins2016forty,
  author  = {Higgins, Christopher D. and Kanaroglou, Pavlos S.},
  title   = {Forty Years of Modelling Rapid Transit's Land Value Uplift in {North America}: Moving Beyond the Tip of the Iceberg},
  journal = {Transport Reviews},
  year    = {2016},
  volume  = {36},
  number  = {5},
  pages   = {610--634},
  doi     = {10.1080/01441647.2016.1174748}
}

@article{siriwardena2016implicit,
  author  = {Siriwardena, Shyamani D. and Boyle, Kevin J. and Holmes, Thomas P. and Wiseman, P. Eric},
  title   = {The Implicit Value of Tree Cover in the {U.S.}: A Meta-Analysis of Hedonic Property Value Studies},
  journal = {Ecological Economics},
  year    = {2016},
  volume  = {128},
  pages   = {68--76},
  doi     = {10.1016/j.ecolecon.2016.04.016}
}

@inproceedings{gluszak2017airport,
  author    = {G{\l}uszak, Micha{\l} and Konowalczuk, Jan and Fory{\'s}, Iwona},
  title     = {Airport Noise, Land Use Controls and Real Estate Values: Critical Review and Meta-Analysis},
  booktitle = {24th Annual {European Real Estate Society} Conference},
  year      = {2017},
  doi       = {10.15396/eres2017_244}
}

@article{beltran2018is,
  author  = {Beltr{\'a}n, Allan and Maddison, David and Elliott, Robert J. R.},
  title   = {Is Flood Risk Capitalised Into Property Values?},
  journal = {Ecological Economics},
  year    = {2018},
  volume  = {146},
  pages   = {668--685},
  doi     = {10.1016/j.ecolecon.2017.12.015}
}

@article{nicholls2018impact,
  author  = {Nicholls, Sarah and Crompton, John},
  title   = {A Comprehensive Review of the Evidence of the Impact of Surface Water Quality on Property Values},
  journal = {Sustainability},
  year    = {2018},
  volume  = {10},
  number  = {2},
  pages   = {500},
  doi     = {10.3390/su10020500}
}

@article{cespedes2019meta,
  author  = {Cespedes-Lopez, Maria-Francisca and Mora-Garcia, Raul-Tomas and Perez-Sanchez, V. Raul and Perez-Sanchez, Juan-Carlos},
  title   = {Meta-Analysis of Price Premiums in Housing with Energy Performance Certificates ({EPC}) in the {European Union}},
  journal = {Sustainability},
  year    = {2019},
  volume  = {11},
  number  = {22},
  pages   = {6303},
  doi     = {10.3390/su11226303}
}

@article{crompton2019impact,
  author  = {Crompton, John L. and Nicholls, Sarah},
  title   = {The Impact of Greenways and Trails on Proximate Property Values: An Updated Review},
  journal = {Journal of Park and Recreation Administration},
  year    = {2019},
  doi     = {10.18666/jpra-2019-9906}
}

@article{jayantha2020bibliometric,
  author  = {Jayantha, Wadu Mesthrige and Oladinrin, Olugbenga Timo},
  title   = {Bibliometric Analysis of Hedonic Price Model Using {CiteSpace}},
  journal = {International Journal of Housing Markets and Analysis},
  year    = {2020},
  volume  = {13},
  number  = {2},
  pages   = {357--371},
  doi     = {10.1108/ijhma-04-2019-0044}
}

@article{nicholls2019impacts,
  author  = {Nicholls, Sarah},
  title   = {Impacts of Environmental Disturbances on Housing Prices: A Review of the Hedonic Pricing Literature},
  journal = {Journal of Environmental Management},
  year    = {2019},
  volume  = {246},
  pages   = {1--10},
  doi     = {10.1016/j.jenvman.2019.05.144}
}

@article{perezrave2019machine,
  author  = {P{\'e}rez-Rave, Jorge Iv{\'a}n and Correa-Morales, Juan Carlos and Gonz{\'a}lez-Echavarr{\'i}a, Favi{\'a}n},
  title   = {A Machine Learning Approach to Big Data Regression Analysis of Real Estate Prices for Inferential and Predictive Purposes},
  journal = {Journal of Property Research},
  year    = {2019},
  volume  = {36},
  number  = {1},
  pages   = {59--96},
  doi     = {10.1080/09599916.2019.1587489}
}

@article{turnbull2021meta,
  author  = {Turnbull, Geoffrey K. and Zheng, Minrong},
  title   = {A Meta-Analysis of School Quality Capitalization in {U.S.} House Prices},
  journal = {Real Estate Economics},
  year    = {2021},
  volume  = {49},
  number  = {4},
  pages   = {1120--1171},
  doi     = {10.1111/1540-6229.12300}
}

@article{wang2019machine,
  author  = {Wang, Dongfang and Li, Victor Jing},
  title   = {Mass Appraisal Models of Real Estate in the 21st Century: A Systematic Literature Review},
  journal = {Sustainability},
  year    = {2019},
  volume  = {11},
  number  = {24},
  pages   = {7006},
  doi     = {10.3390/su11247006}
}

@article{bishop2020best,
  author  = {Bishop, Kelly C. and Kuminoff, Nicolai V. and Banzhaf, H. Spencer and Boyle, Kevin J. and von Gravenitz, Kathrine and Pope, Jaren C. and Smith, V. Kerry and Timmins, Christopher D.},
  title   = {Best Practices for Using Hedonic Property Value Models to Measure Willingness to Pay for Environmental Quality},
  journal = {Review of Environmental Economics and Policy},
  year    = {2020},
  volume  = {14},
  number  = {2},
  pages   = {260--281},
  doi     = {10.1093/reep/reaa001}
}

@article{valier2020who,
  author  = {Valier, Agostino},
  title   = {Who Performs Better? {AVMs} vs Hedonic Models},
  journal = {Journal of Property Investment \& Finance},
  year    = {2020},
  volume  = {38},
  number  = {3},
  pages   = {213--225},
  doi     = {10.1108/jpif-12-2019-0157}
}

@article{zhang2020brt,
  author  = {Zhang, Min and Yen, Barbara T. H.},
  title   = {The Impact of Bus Rapid Transit ({BRT}) on Land and Property Values: A Meta-Analysis},
  journal = {Land Use Policy},
  year    = {2020},
  volume  = {96},
  pages   = {104684},
  doi     = {10.1016/j.landusepol.2020.104684}
}

@article{guignet2022property,
  author  = {Guignet, Dennis and Heberling, Matthew T. and Papenfus, Michael and Griot, Olivia},
  title   = {Property Values, Water Quality, and Benefit Transfer: A Nationwide Meta-analysis},
  journal = {Land Economics},
  year    = {2022},
  volume  = {98},
  number  = {2},
  pages   = {191--218},
  doi     = {10.3368/le.98.2.050120-0062r1}
}

@article{jaafar2021machine,
  author  = {Ja'afar, Nur Syafiqah and Mohamad, Junainah and Ismail, Suriatini},
  title   = {Machine Learning for Property Price Prediction and Price Valuation: A Systematic Literature Review},
  journal = {Planning Malaysia},
  year    = {2021},
  volume  = {19},
  doi     = {10.21837/pm.v19i17.1018}
}

@article{parsons2022property,
  author  = {Parsons, George and Heintzelman, Martin D.},
  title   = {The Effect of Wind Power Projects on Property Values: A Decade (2011--2021) of Hedonic Price Analysis},
  journal = {International Review of Environmental and Resource Economics},
  year    = {2022},
  volume  = {16},
  number  = {1},
  pages   = {93--170},
  doi     = {10.1561/101.00000132}
}

@article{geerts2023machine,
  author  = {Geerts, Margot and vanden Broucke, Seppe and De Weerdt, Jochen},
  title   = {A Survey of Methods and Input Data Types for House Price Prediction},
  journal = {ISPRS International Journal of Geo-Information},
  year    = {2023},
  volume  = {12},
  number  = {5},
  pages   = {200},
  doi     = {10.3390/ijgi12050200}
}

@article{tekouabou2024review,
  author  = {Tekouabou, St{\'e}phane C. K. and Gherghina, {\c{S}}tefan Cristian and Kameni, Eric D{\'e}sir{\'e} and Filali, Youssef and Idrissi Gartoumi, Khalil},
  title   = {{AI}-Based on Machine Learning Methods for Urban Real Estate Prediction: A Systematic Survey},
  journal = {Archives of Computational Methods in Engineering},
  year    = {2024},
  volume  = {31},
  number  = {2},
  pages   = {1079--1095},
  doi     = {10.1007/s11831-023-10010-5}
}

@article{heberling2024meta,
  author  = {Heberling, Matthew T. and Guignet, Dennis and Papenfus, Michael},
  title   = {Hedonic Property Values and Water Quality: A Meta-Analysis of Commodity, Market, and Methodological Choices},
  journal = {Journal of Environmental Management},
  year    = {2024},
  volume  = {352},
  pages   = {119829},
  doi     = {10.1016/j.jenvman.2023.119829}
}

@article{naz2024machine,
  author  = {Naz, Sana and Jamil, Muhammad and Ijaz, Sana},
  title   = {Machine Learning, Deep Learning, and Hybrid Approaches in Real Estate Price Prediction: A Comprehensive Systematic Literature Review},
  journal = {Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences},
  year    = {2024},
  volume  = {61},
  number  = {2},
  pages   = {129--144},
  doi     = {10.53560/PPASA(61-2)863}
}

@article{jayalath2025meta,
  author  = {Jayalath, Tharaka A. and Lloyd-Smith, Patrick},
  title   = {Water Quality and Property Values: A Meta-Analysis and {Canadian} National Benefit Assessment},
  journal = {Canadian Water Resources Journal / Revue canadienne des ressources hydriques},
  year    = {2025},
  volume  = {51},
  number  = {1},
  pages   = {1--22},
  doi     = {10.1080/07011784.2025.2543860}
}

@article{macchiaroli2025crime,
  author  = {Macchiaroli, Maria and Dolores, Luigi},
  title   = {The Influence of Urban Lack of Safety and Preventive Measures on Property Values: Systematic Review and Meta-Analysis},
  journal = {Valori e Valutazioni},
  year    = {2025},
  volume  = {38},
  pages   = {139--176},
  doi     = {10.48264/vvsiev-20253810}
}

@article{moreno2025machine,
  author  = {Moreno-Foronda, Ignacio and S{\'a}nchez-Mart{\'i}nez, Mar{\'i}a-Teresa and Pareja-Eastaway, Montserrat},
  title   = {Comparative Analysis of Advanced Models for Predicting Housing Prices: A Review},
  journal = {Urban Science},
  year    = {2025},
  volume  = {9},
  number  = {2},
  pages   = {32},
  doi     = {10.3390/urbansci9020032}
}

@article{siriwardena2025capitalization,
  author  = {Siriwardena, Shyamani D. and Boyle, Kevin J. and Holmes, Thomas P.},
  title   = {Capitalization of Urban Tree Cover: An Internal Meta-Analysis},
  journal = {Ecological Economics},
  year    = {2025},
  volume  = {238},
  pages   = {108709},
  doi     = {10.1016/j.ecolecon.2025.108709}
}

@article{lancaster1966new,
  author  = {Lancaster, Kelvin J.},
  title   = {A New Approach to Consumer Theory},
  journal = {Journal of Political Economy},
  year    = {1966},
  volume  = {74},
  number  = {2},
  pages   = {132--157},
  doi     = {10.1086/259131}
}

@article{ridker1967determinants,
  author  = {Ridker, Ronald G. and Henning, John A.},
  title   = {The Determinants of Residential Property Values with Special Reference to Air Pollution},
  journal = {The Review of Economics and Statistics},
  year    = {1967},
  volume  = {49},
  number  = {2},
  pages   = {246--257},
  doi     = {10.2307/1928231}
}

@article{kain1970measuring,
  author  = {Kain, John F. and Quigley, John M.},
  title   = {Measuring the Value of Housing Quality},
  journal = {Journal of the American Statistical Association},
  year    = {1970},
  volume  = {65},
  number  = {330},
  pages   = {532--548},
  doi     = {10.1080/01621459.1970.10481102}
}

@article{freeman1979hedonic,
  author  = {Freeman, A. Myrick},
  title   = {Hedonic Prices, Property Values and Measuring Environmental Benefits: A Survey of the Issues},
  journal = {The Scandinavian Journal of Economics},
  year    = {1979},
  volume  = {81},
  number  = {2},
  pages   = {154--173},
  doi     = {10.2307/3439957}
}

@article{halvorsen1980interpretation,
  author  = {Halvorsen, Robert and Palmquist, Raymond},
  title   = {The Interpretation of Dummy Variables in Semilogarithmic Equations},
  journal = {American Economic Review},
  year    = {1980},
  volume  = {70},
  number  = {3},
  pages   = {474--475}
}

@article{halvorsen1981choice,
  author  = {Halvorsen, Robert and Pollakowski, Henry O.},
  title   = {Choice of Functional Form for Hedonic Price Equations},
  journal = {Journal of Urban Economics},
  year    = {1981},
  volume  = {10},
  number  = {1},
  pages   = {37--49},
  doi     = {10.1016/0094-1190(81)90021-8}
}

@article{kennedy1981estimation,
  author  = {Kennedy, Peter E.},
  title   = {Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations},
  journal = {American Economic Review},
  year    = {1981},
  volume  = {71},
  number  = {4},
  pages   = {801}
}

@article{follain1985estimating,
  author  = {Follain, James R. and Jimenez, Emmanuel},
  title   = {Estimating the Demand for Housing Characteristics: A Survey and Critique},
  journal = {Regional Science and Urban Economics},
  year    = {1985},
  volume  = {15},
  number  = {1},
  pages   = {77--107},
  doi     = {10.1016/0166-0462(85)90033-X}
}

@article{cropper1988choice,
  author  = {Cropper, Maureen L. and Deck, Leland B. and McConnell, Kenneth E.},
  title   = {On the Choice of Functional Form for Hedonic Price Functions},
  journal = {The Review of Economics and Statistics},
  year    = {1988},
  volume  = {70},
  number  = {4},
  pages   = {668--675},
  doi     = {10.2307/1935831}
}

@book{anselin1988spatial,
  author    = {Anselin, Luc},
  title     = {Spatial Econometrics: Methods and Models},
  series    = {Studies in Operational Regional Science},
  publisher = {Kluwer Academic Publishers},
  address   = {Dordrecht},
  year      = {1988},
  doi       = {10.1007/978-94-015-7799-1}
}

@article{can1992specification,
  author  = {Can, Ayse},
  title   = {Specification and Estimation of Hedonic Housing Price Models},
  journal = {Regional Science and Urban Economics},
  year    = {1992},
  volume  = {22},
  number  = {3},
  pages   = {453--474},
  doi     = {10.1016/0166-0462(92)90039-4}
}

@article{dubin1992spatial,
  author  = {Dubin, Robin A.},
  title   = {Spatial Autocorrelation and Neighborhood Quality},
  journal = {Regional Science and Urban Economics},
  year    = {1992},
  volume  = {22},
  number  = {3},
  pages   = {433--452},
  doi     = {10.1016/0166-0462(92)90038-3}
}

@article{brunsdon1996geographically,
  author  = {Brunsdon, Chris and Fotheringham, A. Stewart and Charlton, Martin E.},
  title   = {Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity},
  journal = {Geographical Analysis},
  year    = {1996},
  volume  = {28},
  number  = {4},
  pages   = {281--298},
  doi     = {10.1111/j.1538-4632.1996.tb00936.x}
}

@article{basu1998analysis,
  author  = {Basu, Sabyasachi and Thibodeau, Thomas G.},
  title   = {Analysis of Spatial Autocorrelation in House Prices},
  journal = {The Journal of Real Estate Finance and Economics},
  year    = {1998},
  volume  = {17},
  number  = {1},
  pages   = {61--85},
  doi     = {10.1023/A:1007703229507}
}

@article{goodman1998housing,
  author  = {Goodman, Allen C. and Thibodeau, Thomas G.},
  title   = {Housing Market Segmentation},
  journal = {Journal of Housing Economics},
  year    = {1998},
  volume  = {7},
  number  = {2},
  pages   = {121--143},
  doi     = {10.1006/jhec.1998.0229}
}

@article{pace1998spatial,
  author  = {Pace, R. Kelley and Barry, Ronald and Sirmans, C. F.},
  title   = {Spatial Statistics and Real Estate},
  journal = {The Journal of Real Estate Finance and Economics},
  year    = {1998},
  volume  = {17},
  number  = {1},
  pages   = {5--13},
  doi     = {10.1023/A:1007783811760}
}

@book{fotheringham2002geographically,
  author    = {Fotheringham, A. Stewart and Brunsdon, Chris and Charlton, Martin},
  title     = {Geographically Weighted Regression: The Analysis of Spatially Varying Relationships},
  publisher = {Wiley},
  address   = {Chichester},
  year      = {2002},
  isbn      = {978-0-471-49616-8}
}

@article{linden2008estimates,
  author  = {Linden, Leigh and Rockoff, Jonah E.},
  title   = {Estimates of the Impact of Crime Risk on Property Values from {Megan's Laws}},
  journal = {American Economic Review},
  year    = {2008},
  volume  = {98},
  number  = {3},
  pages   = {1103--1127},
  doi     = {10.1257/aer.98.3.1103}
}

@book{lesage2009introduction,
  author    = {LeSage, James and Pace, R. Kelley},
  title     = {Introduction to Spatial Econometrics},
  publisher = {Chapman and Hall/CRC},
  address   = {Boca Raton},
  year      = {2009},
  doi       = {10.1201/9781420064254}
}

@article{mcmillen2010issues,
  author  = {McMillen, Daniel P.},
  title   = {Issues in Spatial Data Analysis},
  journal = {Journal of Regional Science},
  year    = {2010},
  volume  = {50},
  number  = {1},
  pages   = {119--141},
  doi     = {10.1111/j.1467-9787.2009.00656.x}
}

@incollection{parmeter2013hedonic,
  author    = {Parmeter, Christopher F. and Pope, Jaren C.},
  title     = {Quasi-Experiments and Hedonic Property Value Methods},
  booktitle = {Handbook on Experimental Economics and the Environment},
  editor    = {List, John A. and Price, Michael K.},
  publisher = {Edward Elgar},
  address   = {Cheltenham},
  year      = {2013},
  doi       = {10.4337/9781781009079.00007}
}

@article{kuminoff2013new,
  author  = {Kuminoff, Nicolai V. and Smith, V. Kerry and Timmins, Christopher},
  title   = {The New Economics of Equilibrium Sorting and Policy Evaluation Using Housing Markets},
  journal = {Journal of Economic Literature},
  year    = {2013},
  volume  = {51},
  number  = {4},
  pages   = {1007--1062},
  doi     = {10.1257/jel.51.4.1007}
}

@article{egger1997bias,
  author  = {Egger, Matthias and Davey Smith, George and Schneider, Martin and Minder, Christoph},
  title   = {Bias in Meta-Analysis Detected by a Simple, Graphical Test},
  journal = {BMJ},
  year    = {1997},
  volume  = {315},
  number  = {7109},
  pages   = {629--634},
  doi     = {10.1136/bmj.315.7109.629}
}

@article{vevea1995general,
  author  = {Vevea, Jack L. and Hedges, Larry V.},
  title   = {A General Linear Model for Estimating Effect Size in the Presence of Publication Bias},
  journal = {Psychometrika},
  year    = {1995},
  volume  = {60},
  number  = {3},
  pages   = {419--435},
  doi     = {10.1007/BF02294384}
}

@article{stanley2001wheat,
  author  = {Stanley, T. D.},
  title   = {Wheat from Chaff: Meta-Analysis as Quantitative Literature Review},
  journal = {Journal of Economic Perspectives},
  year    = {2001},
  volume  = {15},
  number  = {3},
  pages   = {131--150},
  doi     = {10.1257/jep.15.3.131}
}

@article{vanhouwelingen2002advanced,
  author  = {van Houwelingen, Hans C. and Arends, Lidia R. and Stijnen, Theo},
  title   = {Advanced Methods in Meta-Analysis: Multivariate Approach and Meta-Regression},
  journal = {Statistics in Medicine},
  year    = {2002},
  volume  = {21},
  number  = {4},
  pages   = {589--624},
  doi     = {10.1002/sim.1040}
}

@article{nelson2009use,
  author  = {Nelson, Jon P. and Kennedy, Peter E.},
  title   = {The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment},
  journal = {Environmental and Resource Economics},
  year    = {2009},
  volume  = {42},
  number  = {3},
  pages   = {345--377},
  doi     = {10.1007/s10640-008-9253-5}
}

@article{hedges2010robust,
  author  = {Hedges, Larry V. and Tipton, Elizabeth and Johnson, Matthew C.},
  title   = {Robust Variance Estimation in Meta-Regression with Dependent Effect Size Estimates},
  journal = {Research Synthesis Methods},
  year    = {2010},
  volume  = {1},
  number  = {1},
  pages   = {39--65},
  doi     = {10.1002/jrsm.5}
}

@article{viechtbauer2010conducting,
  author  = {Viechtbauer, Wolfgang},
  title   = {Conducting Meta-Analyses in {R} with the {metafor} Package},
  journal = {Journal of Statistical Software},
  year    = {2010},
  volume  = {36},
  number  = {3},
  pages   = {1--48},
  doi     = {10.18637/jss.v036.i03}
}

@book{stanley2012meta,
  author    = {Stanley, T. D. and Doucouliagos, Hristos},
  title     = {Meta-Regression Analysis in Economics and Business},
  publisher = {Routledge},
  address   = {London},
  year      = {2012},
  doi       = {10.4324/9780203111710}
}

@article{stanley2014meta,
  author  = {Stanley, T. D. and Doucouliagos, Hristos},
  title   = {Meta-Regression Approximations to Reduce Publication Selection Bias},
  journal = {Research Synthesis Methods},
  year    = {2014},
  volume  = {5},
  number  = {1},
  pages   = {60--78},
  doi     = {10.1002/jrsm.1095}
}

@article{cheung2014modeling,
  author  = {Cheung, Mike W.-L.},
  title   = {Modeling Dependent Effect Sizes with Three-Level Meta-Analyses: A Structural Equation Modeling Approach},
  journal = {Psychological Methods},
  year    = {2014},
  volume  = {19},
  number  = {2},
  pages   = {211--229},
  doi     = {10.1037/a0032968}
}

@article{page2021prisma,
  author  = {Page, Matthew J. and McKenzie, Joanne E. and Bossuyt, Patrick M. and Boutron, Isabelle and Hoffmann, Tammy C. and Mulrow, Cynthia D. and Shamseer, Larissa and Tetzlaff, Jennifer M. and Akl, Elie A. and Brennan, Sue E. and Chou, Roger and Glanville, Julie and Grimshaw, Jeremy M. and Hr{\'o}bjartsson, Asbj{\o}rn and Lalu, Manoj M. and Li, Tianjing and Loder, Elizabeth W. and Mayo-Wilson, Evan and McDonald, Steve and McGuinness, Luke A. and Stewart, Lesley A. and Thomas, James and Tricco, Andrea C. and Welch, Vivian A. and Whiting, Penny and Moher, David},
  title   = {The {PRISMA} 2020 Statement: An Updated Guideline for Reporting Systematic Reviews},
  journal = {BMJ},
  year    = {2021},
  volume  = {372},
  pages   = {n71},
  doi     = {10.1136/bmj.n71}
}

@article{pustejovsky2022meta,
  author  = {Pustejovsky, James E. and Tipton, Elizabeth},
  title   = {Meta-Analysis with Robust Variance Estimation: Expanding the Range of Working Models},
  journal = {Prevention Science},
  year    = {2022},
  volume  = {23},
  number  = {3},
  pages   = {425--438},
  doi     = {10.1007/s11121-021-01246-3}
}

@article{breiman2001random,
  author  = {Breiman, Leo},
  title   = {Random Forests},
  journal = {Machine Learning},
  year    = {2001},
  volume  = {45},
  number  = {1},
  pages   = {5--32},
  doi     = {10.1023/A:1010933404324}
}

@inproceedings{chen2016xgboost,
  author    = {Chen, Tianqi and Guestrin, Carlos},
  title     = {{XGBoost}: A Scalable Tree Boosting System},
  booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining},
  publisher = {ACM},
  address   = {New York},
  year      = {2016},
  pages     = {785--794},
  doi       = {10.1145/2939672.2939785}
}

@inproceedings{ahmed2016house,
  author    = {Ahmed, Eman H. and Moustafa, Mohamed},
  title     = {House Price Estimation from Visual and Textual Features},
  booktitle = {Proceedings of the 8th International Joint Conference on Computational Intelligence ({IJCCI} 2016)},
  publisher = {SCITEPRESS},
  year      = {2016},
  pages     = {62--68},
  doi       = {10.5220/0006040700620068}
}

@inproceedings{lundberg2017unified,
  author    = {Lundberg, Scott M. and Lee, Su-In},
  title     = {A Unified Approach to Interpreting Model Predictions},
  booktitle = {Advances in Neural Information Processing Systems},
  editor    = {Guyon, I. and Von Luxburg, U. and Bengio, S. and Wallach, H. and Fergus, R. and Vishwanathan, S. and Garnett, R.},
  publisher = {Curran Associates, Inc.},
  year      = {2017},
  volume    = {30},
  url       = {https://proceedings.neurips.cc/paper_files/paper/2017/file/8a20a8621978632d76c43dfd28b67767-Paper.pdf}
}

@article{mullainathan2017machine,
  author  = {Mullainathan, Sendhil and Spiess, Jann},
  title   = {Machine Learning: An Applied Econometric Approach},
  journal = {Journal of Economic Perspectives},
  year    = {2017},
  volume  = {31},
  number  = {2},
  pages   = {87--106},
  doi     = {10.1257/jep.31.2.87}
}

@article{nowak2017textual,
  author  = {Nowak, Adam and Smith, Patrick},
  title   = {Textual Analysis in Real Estate},
  journal = {Journal of Applied Econometrics},
  year    = {2017},
  volume  = {32},
  number  = {4},
  pages   = {896--918},
  doi     = {10.1002/jae.2550}
}

@article{kok2017big,
  author  = {Kok, Nils and Koponen, Eija-Leena and Mart{\'i}nez-Barbosa, Carmen Adriana},
  title   = {Big Data in Real Estate? {From} Manual Appraisal to Automated Valuation},
  journal = {The Journal of Portfolio Management},
  year    = {2017},
  volume  = {43},
  number  = {6},
  pages   = {202--211},
  doi     = {10.3905/jpm.2017.43.6.202}
}

@article{poursaeed2018vision,
  author  = {Poursaeed, Omid and Matera, Tom{\'a}{\v{s}} and Belongie, Serge},
  title   = {Vision-Based Real Estate Price Estimation},
  journal = {Machine Vision and Applications},
  year    = {2018},
  volume  = {29},
  number  = {4},
  pages   = {667--676},
  doi     = {10.1007/s00138-018-0922-2}
}

@article{athey2019machine,
  author  = {Athey, Susan and Imbens, Guido W.},
  title   = {Machine Learning Methods That Economists Should Know About},
  journal = {Annual Review of Economics},
  year    = {2019},
  volume  = {11},
  number  = {1},
  pages   = {685--725},
  doi     = {10.1146/annurev-economics-080217-053433}
}

@article{law2019take,
  author  = {Law, Stephen and Paige, Brooks and Russell, Chris},
  title   = {Take a Look Around: Using Street View and Satellite Images to Estimate House Prices},
  journal = {ACM Transactions on Intelligent Systems and Technology},
  year    = {2019},
  volume  = {10},
  number  = {5},
  pages   = {54:1--54:19},
  doi     = {10.1145/3342240}
}