% ==========================================================================
%  References for Hedonic Pricing of Airbnb Listings in Quebec
% ==========================================================================

@article{Rosen1974,
  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{Lancaster1966,
  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{Gibbs2018,
  author    = {Gibbs, Chris and Guttentag, Daniel and Gretzel, Ulrike and
               Yao, Lan and Morton, Jym},
  title     = {Use of Dynamic Pricing Strategies by {Airbnb} Hosts},
  journal   = {International Journal of Contemporary Hospitality Management},
  year      = {2018},
  volume    = {30},
  number    = {1},
  pages     = {2--20},
  doi       = {10.1108/IJCHM-09-2016-0540}
}

@article{WangNicolau2017,
  author    = {Wang, Dan and Nicolau, Juan Luis},
  title     = {Price Determinants of Sharing Economy Based Accommodation
               Rental: A Study of Listings from 33 Cities on {Airbnb.com}},
  journal   = {International Journal of Hospitality Management},
  year      = {2017},
  volume    = {62},
  pages     = {120--131},
  doi       = {10.1016/j.ijhm.2016.12.007}
}

@article{PerezSanchez2018,
  author    = {P{\'e}rez-S{\'a}nchez, V. Rosa and Serrano-Estrada, Leticia
               and Marti, Pablo and Mora-Garcia, Raul-Tomas},
  title     = {The What, Where, and Why of {Airbnb} Price Determinants},
  journal   = {Sustainability},
  year      = {2018},
  volume    = {10},
  number    = {12},
  pages     = {4596},
  doi       = {10.3390/su10124596}
}

@article{Zhang2017,
  author    = {Zhang, Ziqiong and Chen, Rachel J. C. and Han, Lee D. and
               Yang, Lu},
  title     = {Key Factors Affecting the Price of {Airbnb} Listings:
               A Geographically Weighted Approach},
  journal   = {Sustainability},
  year      = {2017},
  volume    = {9},
  number    = {9},
  pages     = {1635},
  doi       = {10.3390/su9091635}
}

@article{ChattopadhyayMachemehl2006,
  author    = {Chattopadhyay, Sudip and Machemehl, Randy B.},
  title     = {Estimating the Marginal Willingness to Pay for a
               Transportation Improvement Using Hedonic Pricing},
  journal   = {Transportation},
  year      = {2006},
  volume    = {33},
  number    = {5},
  pages     = {491--510}
}

@article{Chen2020,
  author    = {Chen, Yong and Xie, Karen L.},
  title     = {Consumer Valuation of {Airbnb} Listings: A Hedonic Pricing
               Approach},
  journal   = {International Journal of Contemporary Hospitality Management},
  year      = {2020},
  volume    = {29},
  number    = {9},
  pages     = {2405--2424},
  doi       = {10.1108/IJCHM-10-2016-0606}
}

@article{GunterOnder2018,
  author    = {Gunter, Ulrich and {\"O}nder, Irem},
  title     = {Determinants of {Airbnb} Demand in {Vienna} and Their
               Implications for the Traditional Accommodation Industry},
  journal   = {Tourism Economics},
  year      = {2018},
  volume    = {24},
  number    = {3},
  pages     = {270--293},
  doi       = {10.1177/1354816617731196}
}

@book{LeSagePace2009,
  author    = {LeSage, James P. and Pace, R. Kelley},
  title     = {Introduction to Spatial Econometrics},
  publisher = {CRC Press / Taylor \& Francis},
  year      = {2009},
  address   = {Boca Raton, FL}
}

@book{Anselin1988,
  author    = {Anselin, Luc},
  title     = {Spatial Econometrics: Methods and Models},
  publisher = {Kluwer Academic Publishers},
  year      = {1988},
  address   = {Dordrecht}
}

@inproceedings{Lundberg2017,
  author    = {Lundberg, Scott M. and Lee, Su-In},
  title     = {A Unified Approach to Interpreting Model Predictions},
  booktitle = {Advances in Neural Information Processing Systems 30
               ({NIPS} 2017)},
  year      = {2017},
  pages     = {4765--4774}
}

@article{Breiman2001,
  author    = {Breiman, Leo},
  title     = {Random Forests},
  journal   = {Machine Learning},
  year      = {2001},
  volume    = {45},
  number    = {1},
  pages     = {5--32},
  doi       = {10.1023/A:1010933404324}
}

@article{KoenkerBassett1978,
  author    = {Koenker, Roger and Bassett, Gilbert},
  title     = {Regression Quantiles},
  journal   = {Econometrica},
  year      = {1978},
  volume    = {46},
  number    = {1},
  pages     = {33--50},
  doi       = {10.2307/1913643}
}

@article{BenitezAurioles2018,
  author    = {Ben{\'\i}tez-Aurioles, Beatriz},
  title     = {Why Are Flexible Booking Policies Priced Negatively?},
  journal   = {Tourism Management},
  year      = {2018},
  volume    = {67},
  pages     = {312--325},
  doi       = {10.1016/j.tourman.2018.02.008}
}

@article{Dogru2017,
  author    = {Dogru, Tarik and Pekin, Osman},
  title     = {What Do Guests Value Most in {Airbnb} Accommodations?
               An Application of the Hedonic Pricing Approach},
  journal   = {Boston Hospitality Review},
  year      = {2017},
  volume    = {5},
  number    = {2},
  pages     = {1--13}
}

@article{Magno2018,
  author    = {Magno, Francesca and Cassia, Fabio and Bruni, Attilio},
  title     = {Accommodation Prices on {Airbnb}: Effects of Host Experience
               and Market Demand},
  journal   = {The TQM Journal},
  year      = {2018},
  volume    = {30},
  number    = {5},
  pages     = {608--620},
  doi       = {10.1108/TQM-12-2017-0164}
}

@article{Friedman2001,
  author    = {Friedman, Jerome H.},
  title     = {Greedy Function Approximation: A Gradient Boosting Machine},
  journal   = {Annals of Statistics},
  year      = {2001},
  volume    = {29},
  number    = {5},
  pages     = {1189--1232},
  doi       = {10.1214/aos/1013203451}
}

@inproceedings{ChenGuestrin2016,
  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},
  year      = {2016},
  pages     = {785--794},
  doi       = {10.1145/2939672.2939785}
}

@article{ZouHastie2005,
  author    = {Zou, Hui and Hastie, Trevor},
  title     = {Regularization and Variable Selection via the Elastic Net},
  journal   = {Journal of the Royal Statistical Society: Series B},
  year      = {2005},
  volume    = {67},
  number    = {2},
  pages     = {301--320},
  doi       = {10.1111/j.1467-9868.2005.00503.x}
}

@article{ApleyZhu2020,
  author    = {Apley, Daniel W. and Zhu, Jingyu},
  title     = {Visualizing the Effects of Predictor Variables in Black Box
               Supervised Learning Models},
  journal   = {Journal of the Royal Statistical Society: Series B},
  year      = {2020},
  volume    = {82},
  number    = {4},
  pages     = {1059--1086},
  doi       = {10.1111/rssb.12377}
}