spb/wp11_uqo Public

1@comment{ Author: Simon-Pierre Boucher (contact at spboucher.ai) -- Bibliography for UQO Working Paper No 11 }23@article{rosen1974hedonic,4  author  = {Rosen, Sherwin},5  title   = {Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition},6  journal = {Journal of Political Economy},7  year    = {1974},8  volume  = {82},9  number  = {1},10  pages   = {34--55}11}1213@article{halvorsen1981choice,14  author  = {Halvorsen, Robert and Pollakowski, Henry O.},15  title   = {Choice of Functional Form for Hedonic Price Equations},16  journal = {Journal of Urban Economics},17  year    = {1981},18  volume  = {10},19  number  = {1},20  pages   = {37--49}21}2223@article{cassel1985cost,24  author  = {Cassel, Eric and Mendelsohn, Robert},25  title   = {The Choice of Functional Forms for Hedonic Price Equations: Comment},26  journal = {Journal of Urban Economics},27  year    = {1985},28  volume  = {18},29  number  = {2},30  pages   = {135--142}31}3233@article{cropper1988choice,34  author  = {Cropper, Maureen L. and Deck, Leland B. and McConnell, Kenneth E.},35  title   = {On the Choice of Functional Form for Hedonic Price Functions},36  journal = {Review of Economics and Statistics},37  year    = {1988},38  volume  = {70},39  number  = {4},40  pages   = {668--675}41}4243@article{box1964analysis,44  author  = {Box, George E. P. and Cox, David R.},45  title   = {An Analysis of Transformations},46  journal = {Journal of the Royal Statistical Society, Series B},47  year    = {1964},48  volume  = {26},49  number  = {2},50  pages   = {211--252}51}5253@incollection{malpezzi2003hedonic,54  author    = {Malpezzi, Stephen},55  title     = {Hedonic Pricing Models: A Selective and Applied Review},56  booktitle = {Housing Economics and Public Policy},57  editor    = {O'Sullivan, Tony and Gibb, Kenneth},58  publisher = {Blackwell},59  address   = {Oxford},60  year      = {2003},61  pages     = {67--89}62}6364@article{sirmans2005composition,65  author  = {Sirmans, G. Stacy and Macpherson, David A. and Zietz, Emily N.},66  title   = {The Composition of Hedonic Pricing Models},67  journal = {Journal of Real Estate Literature},68  year    = {2005},69  volume  = {13},70  number  = {1},71  pages   = {1--44}72}7374@article{duan1983smearing,75  author  = {Duan, Naihua},76  title   = {Smearing Estimate: A Nonparametric Retransformation Method},77  journal = {Journal of the American Statistical Association},78  year    = {1983},79  volume  = {78},80  number  = {383},81  pages   = {605--610}82}8384@article{goodman1998housing,85  author  = {Goodman, Allen C. and Thibodeau, Thomas G.},86  title   = {Housing Market Segmentation},87  journal = {Journal of Housing Economics},88  year    = {1998},89  volume  = {7},90  number  = {2},91  pages   = {121--143}92}9394@article{dubin1998spatial,95  author  = {Dubin, Robin A.},96  title   = {Spatial Autocorrelation: A Primer},97  journal = {Journal of Housing Economics},98  year    = {1998},99  volume  = {7},100  number  = {4},101  pages   = {304--327}102}103104@book{anselin1988spatial,105  author    = {Anselin, Luc},106  title     = {Spatial Econometrics: Methods and Models},107  publisher = {Kluwer Academic},108  address   = {Dordrecht},109  year      = {1988}110}111112@article{hill2013hedonic,113  author  = {Hill, Robert J.},114  title   = {Hedonic Price Indexes for Residential Housing: A Survey, Evaluation and Taxonomy},115  journal = {Journal of Economic Surveys},116  year    = {2013},117  volume  = {27},118  number  = {5},119  pages   = {879--914}120}121122@article{silver2018house,123  author  = {Silver, Mick},124  title   = {How to Measure Hedonic Property Price Indexes Better},125  journal = {EURONA — Eurostat Review on National Accounts and Macroeconomic Indicators},126  year    = {2018},127  volume  = {1},128  pages   = {35--66}129}130131@article{diewert2004hedonic,132  author  = {Diewert, W. Erwin},133  title   = {Hedonic Regressions: A Review of Some Unresolved Issues},134  journal = {Mimeo, University of British Columbia},135  year    = {2004},136  volume  = {},137  pages   = {}138}139140@article{mullainathan2017machine,141  author  = {Mullainathan, Sendhil and Spiess, Jann},142  title   = {Machine Learning: An Applied Econometric Approach},143  journal = {Journal of Economic Perspectives},144  year    = {2017},145  volume  = {31},146  number  = {2},147  pages   = {87--106}148}149150@article{athey2019machine,151  author  = {Athey, Susan and Imbens, Guido W.},152  title   = {Machine Learning Methods That Economists Should Know About},153  journal = {Annual Review of Economics},154  year    = {2019},155  volume  = {11},156  pages   = {685--725}157}158159@article{breiman2001random,160  author  = {Breiman, Leo},161  title   = {Random Forests},162  journal = {Machine Learning},163  year    = {2001},164  volume  = {45},165  number  = {1},166  pages   = {5--32}167}168169@article{friedman2001greedy,170  author  = {Friedman, Jerome H.},171  title   = {Greedy Function Approximation: A Gradient Boosting Machine},172  journal = {Annals of Statistics},173  year    = {2001},174  volume  = {29},175  number  = {5},176  pages   = {1189--1232}177}178179@article{ke2017lightgbm,180  author  = {Ke, Guolin and Meng, Qi and Finley, Thomas and Wang, Taifeng and Chen, Wei and Ma, Weidong and Ye, Qiwei and Liu, Tie-Yan},181  title   = {{LightGBM}: A Highly Efficient Gradient Boosting Decision Tree},182  journal = {Advances in Neural Information Processing Systems},183  year    = {2017},184  volume  = {30},185  pages   = {3146--3154}186}187188@article{mayer2019estimation,189  author  = {Mayer, Michael and Bourassa, Steven C. and Hoesli, Martin and Scognamiglio, Donato},190  title   = {Estimation and Updating Methods for Hedonic Valuation},191  journal = {Journal of European Real Estate Research},192  year    = {2019},193  volume  = {12},194  number  = {1},195  pages   = {134--150}196}197198@article{bogin2020house,199  author  = {Bogin, Alexander N. and Shui, Jessica},200  title   = {Appraisal Accuracy and Automated Valuation Models in Rural Areas},201  journal = {Journal of Real Estate Finance and Economics},202  year    = {2020},203  volume  = {60},204  number  = {1},205  pages   = {40--52}206}207208@article{steurer2021metrics,209  author  = {Steurer, Miriam and Hill, Robert J. and Pfeifer, Norbert},210  title   = {Metrics for Evaluating the Performance of Machine Learning Based Automated Valuation Models},211  journal = {Journal of Property Research},212  year    = {2021},213  volume  = {38},214  number  = {2},215  pages   = {99--129}216}217218@article{pace1997spatial,219  author  = {Pace, R. Kelley and Gilley, Otis W.},220  title   = {Using the Spatial Configuration of the Data to Improve Estimation},221  journal = {Journal of Real Estate Finance and Economics},222  year    = {1997},223  volume  = {14},224  number  = {3},225  pages   = {333--340}226}227228@article{case2004modeling,229  author  = {Case, Bradford and Clapp, John and Dubin, Robin and Rodriguez, Mauricio},230  title   = {Modeling Spatial and Temporal House Price Patterns: A Comparison of Four Models},231  journal = {Journal of Real Estate Finance and Economics},232  year    = {2004},233  volume  = {29},234  number  = {2},235  pages   = {167--191}236}237238@article{bourassa2010predicting,239  author  = {Bourassa, Steven C. and Cantoni, Eva and Hoesli, Martin},240  title   = {Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods},241  journal = {Journal of Real Estate Research},242  year    = {2010},243  volume  = {32},244  number  = {2},245  pages   = {139--159}246}247248@article{desrosiers2000hedonic,249  author  = {Des Rosiers, Fran{\c c}ois and Th{\'e}riault, Marius and Villeneuve, Paul-Y.},250  title   = {Sorting Out Access and Neighbourhood Factors in Hedonic Price Modelling},251  journal = {Journal of Property Investment \& Finance},252  year    = {2000},253  volume  = {18},254  number  = {3},255  pages   = {291--315}256}257258@article{gencay1996nonlinear,259  author  = {Gen{\c c}ay, Ramazan and Yang, Xian},260  title   = {A Forecast Comparison of Residential Housing Prices by Parametric versus Semiparametric Conditional Mean Estimators},261  journal = {Economics Letters},262  year    = {1996},263  volume  = {52},264  number  = {2},265  pages   = {129--135}266}267268@article{kok2017big,269  author  = {Kok, Nils and Koponen, Eija-Leena and Mart{\'i}nez-Barbosa, Carmen Adriana},270  title   = {Big Data in Real Estate? From Manual Appraisal to Automated Valuation},271  journal = {Journal of Portfolio Management},272  year    = {2017},273  volume  = {43},274  number  = {6},275  pages   = {202--211}276}277278@article{hong2020machine,279  author  = {Hong, Jengei and Choi, Heeyoul and Kim, Woo-sung},280  title   = {A House Price Valuation Based on the Random Forest Approach: The Mass Appraisal of Residential Property in South Korea},281  journal = {International Journal of Strategic Property Management},282  year    = {2020},283  volume  = {24},284  number  = {3},285  pages   = {140--152}286}287288@article{knight2003listing,289  author  = {Knight, John R.},290  title   = {Hedonic Modeling of the Home Selling Process},291  journal = {Journal of Real Estate Finance and Economics},292  year    = {2003},293  volume  = {},294  pages   = {}295}296297@book{iaao2013standard,298  author    = {{International Association of Assessing Officers}},299  title     = {Standard on Ratio Studies},300  publisher = {IAAO},301  address   = {Kansas City, MO},302  year      = {2013}303}304305@article{clapp2002predicting,306  author  = {Clapp, John M. and Giaccotto, Carmelo},307  title   = {Evaluating House Price Forecasts},308  journal = {Journal of Real Estate Research},309  year    = {2002},310  volume  = {24},311  number  = {1},312  pages   = {1--26}313}314315@techreport{oecd2013handbook,316  author      = {{Eurostat, ILO, IMF, OECD, UNECE, World Bank}},317  title       = {Handbook on Residential Property Prices Indices ({RPPIs})},318  institution = {Eurostat},319  address     = {Luxembourg},320  year        = {2013}321}322