TY - MISC AU - Group, Oxford Business TI - Colombian real estate market shows beginning of a revival of sustainable growth T2 - Oxford Business Group PY - 2019 DA - 2019 UR - https://oxfordbusinessgroup.com/overview/policymakers-and-private-developers-are-steadily-laying-groundwork-sustainable-growth-raising ER - TY - JOUR AU - Waugh, Frederick V TI - Quality Factors Influencing Vegetable Prices T2 - Journal of Farm Economics VL - 10 IS - 2 SP - 185-196 PY - 1928 DA - 1928 PB - [Oxford University Press, Agricultural & Applied Economics Association] SN - 1071-1031 UR - http://www.jstor.org/stable/1230278 ER - TY - JOUR AU - Mullainathan, Sendhil AU - Spiess, Jann TI - Machine Learning: An Applied Econometric Approach T2 - The Journal of Economic Perspectives VL - 31 IS - 2 SP - 87-106 PY - 2017 DA - 2017 PB - American Economic Association SN - 0895-3309 UR - http://www.jstor.org/stable/44235000 ER - TY - CPAPER AU - Krizhevsky, Alex AU - Sutskever, Ilya AU - Hinton, Geoffrey E A2 - Pereira, F A2 - Burges, C J A2 - Bottou, L A2 - Weinberger, K Q TI - ImageNet Classification with Deep Convolutional Neural Networks T2 - Advances in Neural Information Processing Systems VL - 25 PY - 2012 DA - 2012 PB - Curran Associates, Inc. UR - https://proceedings.neurips.cc/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf ER - TY - JOUR AU - Cabrera-Rodríguez, Wilmar Alexander AU - Mariño-Montaña, Juan Sebastián AU - Quicazán-Moreno, Carlos Andrés TI - Modelos hedónicos con efectos espaciales: una aproximación al cálculo de índices de precios de vivienda para Bogotá T2 - Borradores de Economía VL - 1072 PY - 2019 DA - 2019 ER - TY - JOUR AU - Pérez-Rave, Jorge Iván AU - Correa-Morales, Juan Carlos AU - González-Echavarría, Fabián TI - A machine learning approach to big data regression analysis of real estate prices for inferential and predictive purposes T2 - Journal of Property Research VL - 36 IS - 1 PY - 2019 DA - 2019 ER - TY - CPAPER AU - Trawiński, Bogdan AU - Telec, Zbigniew AU - Krasnoborski, Jacek AU - Piwowarczyk, Mateusz AU - Talaga, Michał AU - Lasota, Tedeusz AU - Sawiłow, Edward TI - Comparison of expert algorithms with machine learning models for real estate appraisal T2 - 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA) SP - 51-54 PY - 2017 DA - 2017 DO - 10.1109/INISTA.2017.8001131 UR - http://dx.doi.org/10.1109/INISTA.2017.8001131 ER - TY - CPAPER AU - Masood, Muhammad AU - Hussain, Farhan AU - Shaukat, Arslan AU - Zeb, Babar AU - Kaleem Ullah, Rana TI - Towards the Selection of Best Machine Learning Model for Student Performance Analysis and Prediction SP - 12-17 PY - 2019 DA - 2019 DO - 10.1109/ISCMI47871.2019.9004299 UR - http://dx.doi.org/10.1109/ISCMI47871.2019.9004299 ER - TY - JOUR AU - Departamento Administrativo Nacional de Estadística, Dane TI - Anexos produccion constantes IV 2021 [Data file] PY - 2022 DA - 2022 UR - https://www.dane.gov.co/index.php/estadisticas-por-tema/cuentas-nacionales/cuentas-nacionales-trimestrales/pib-informacion-tecnica ER - TY - JOUR AU - Departamento Administrativo Nacional de Estadística, Dane TI - CNPV 2018 VIHOPE v2 [Data file] PY - 2018 DA - 2018 UR - https://www.dane.gov.co/index.php/estadisticas-por-tema/demografia-y-poblacion/censo-nacional-de-poblacion-y-vivenda-2018 ER - TY - JOUR AU - Peña Talero, Sergey TI - Ranking de plataformas de vivienda en Colombia PY - 2022 DA - 2022 UR - https://public.flourish.studio/visualisation/9334685/?utm_source=linkedin ER - TY - JOUR AU - La Galería Inmobiliaria, TI - Informe de Mercado 2019 T2 - Publicaciones propias de La Galería Inmobiliaria PY - 2019 DA - 2019 ER - TY - JOUR AU - Sharpe, William F TI - Capital Asset Prices: A Theory of Market Equilibrium under Conditions of Risk T2 - The Journal of Finance VL - 19 IS - 3 SP - 425-442 PY - 1964 DA - 1964 PB - [American Finance Association, Wiley] SN - 0022-1082 UR - http://www.jstor.org/stable/2977928 ER - TY - JOUR AU - Cárdenas Rubio, Jeisson Arley AU - Chaux Guzmán, Francisco José AU - Otero, Jesús TI - Una base de datos de precios y características de vivienda en Colombia con información de Internet T2 - Revista De Economía Del Rosario VL - 22(1) SP - 75-100 PY - 2019 DA - 2019 PB - Universidad del Rosario DO - 10.12804/revistas.urosario.edu.co/economia/a.7768 UR - https://doi.org/10.12804/revistas.urosario.edu.co/economia/a.7768 UR - http://dx.doi.org/10.12804/revistas.urosario.edu.co/economia/a.7768 ER - TY - JOUR AU - Gordon, M J TI - Dividends, Earnings, and Stock Prices T2 - The Review of Economics and Statistics VL - 41 IS - 2 SP - 99-105 PY - 1959 DA - 1959 PB - The MIT Press SN - 0034-6535 UR - http://www.jstor.org/stable/1927792 ER - TY - BOOK AU - Claus, Munk TI - Financial Asset Pricing Theory VL - 1st ed PY - 2013 DA - 2013 PB - OUP Oxford AB - Financial Asset Pricing Theory offers a comprehensive overview of the classic and the current research in theoretical asset pricing. Asset pricing is developed around the concept of a state-price deflator which relates the price of any asset to its future (risky) dividends and thus incorporates how to adjust for both time and risk in asset valuation. The willingness of any utility-maximizing investor to shift consumption over time defines a state-price deflator which provides a link between optimal consumption and asset prices that leads to the Consumption-based Capital Asset Pricing Model (CCAPM). A simple version of the CCAPM cannot explain various stylized asset pricing facts, but these asset pricing'puzzles'can be resolved by a number of recent extensions involving habit formation, recursive utility, multiple consumption goods, and long-run consumption risks. Other valuation techniques and modelling approaches (such as factor models, term structure models, risk-neutral valuation, SN - 9780199585496 ER - TY - JOUR AU - Departamento Administrativo Nacional de Estadística, Dane TI - anexos cartera IVtrim19 [Data file] PY - 2019 DA - 2019 UR - https://www.dane.gov.co/index.php/estadisticas-por-tema/construccion/cartera-hipotecaria-de-vivienda/cartera-hipotecaria-de-vivienda-chv-historicos ER - TY - JOUR AU - Banco de La República, TI - Colombia's inflation targeting strategy PY - 2022 DA - 2022 UR - https://www.banrep.gov.co/en/monetary-policy ER - TY - JOUR AU - Truong, Quang AU - Nguyen, Minh AU - Dang, Hy AU - Mei, Bo TI - Housing Price Prediction via Improved Machine Learning Techniques T2 - Procedia Computer Science VL - 174 SP - 433-442 PY - 2020 DA - 2020 AB - House Price Index (HPI) is commonly used to estimate the changes in housing price. Since housing price is strongly correlated to other factors such as location, area, population, it requires other information apart from HPI to predict individual housing price. There has been a considerably large number of papers adopting traditional machine learning approaches to predict housing prices accurately, but they rarely concern about the performance of individual models and neglect the less popular yet complex models. As a result, to explore various impacts of features on prediction methods, this paper will apply both traditional and advanced machine learning approaches to investigate the difference among several advanced models. This paper will also comprehensively validate multiple techniques in model implementation on regression and provide an optimistic result for housing price prediction. SN - 1877-0509 DO - 10.1016/j.procs.2020.06.111 UR - https://www.sciencedirect.com/science/article/pii/S1877050920316318 UR - http://dx.doi.org/10.1016/j.procs.2020.06.111 KW - Housing Price Prediction, Hybrid Regression, Machine Learning, Stacked Generalization N1 - 2019 International Conference on Identification, Information and Knowledge in the Internet of Things ER - TY - JOUR AU - Jha, Shashi Bhushan AU - Pandey, Vijay AU - Jha, Rajesh Kumar AU - Babiceanu, Radu F TI - Machine Learning Approaches to Real Estate Market Prediction Problem: A Case Study T2 - CoRR VL - abs/2008.09922 PY - 2020 DA - 2020 UR - https://arxiv.org/abs/2008.09922 ER - TY - JOUR AU - Lynch, Allen K AU - Rasmussen, David W TI - Measuring the impact of crime on house prices T2 - Applied Economics VL - 33 IS - 15 SP - 1981-1989 PY - 2001 DA - 2001 PB - Routledge DO - 10.1080/00036840110021735 UR - https://doi.org/10.1080/00036840110021735 UR - http://dx.doi.org/10.1080/00036840110021735 ER - TY - JOUR AU - Evans, Thomas A TI - An Estimate of the Accuracy of Hedonic Real Estate Valuations Using the Orange County Bankruptcy T2 - Economica VL - 79 IS - 316 SP - 703-720 PY - 2012 DA - 2012 PB - [London School of Economics, Wiley, The London School of Economics and Political Science, The Suntory and Toyota International Centres for Economics and Related Disciplines] AB - It has become standard practice to estimate the value of amenities, such as environmental cleanliness, local school quality and crime, using hedonic valuations—typically changes in real estate prices. The accuracy of hedonic valuations depends critically on whether real estate prices adjust appropriately, which is difficult to verify. The 1994 Orange County, CA, bankruptcy offers a test of the accuracy of hedonic real estate valuations. Orange County's failed investment strategy resulted in unexpected county losses of $1.7 billion. In response, the aggregate value of Orange County real estate dropped by between $1.65 and $3.70 billion. SN - 0013-0427 UR - http://www.jstor.org/stable/23274788 ER - TY - JOUR AU - Clark, David E AU - Cosgrove, James C TI - HEDONIC PRICES, IDENTIFICATION, AND THE DEMAND FOR PUBLIC SAFETY* T2 - Journal of Regional Science VL - 30 IS - 1 SP - 105-121 PY - 1990 DA - 1990 AB - ABSTRACT In this paper, we use a two-stage intercity hedonic model to estimate household demand for public safety. This approach is shown to readily address the identification problem inherent in the hedonic model. Data from the 1980 Public Use Microdata Sample are used to estimate a willingness-to-pay function for the public-safety good. Income is found to be the primary determinant of willingness to pay. Indeed, the influence of income outweighs the combined impact of family life-cycle considerations. DO - 10.1111/j.1467-9787.1990.tb00083.x UR - https://onlinelibrary.wiley.com/doi/abs/10.1111/j.1467-9787.1990.tb00083.x UR - http://dx.doi.org/10.1111/j.1467-9787.1990.tb00083.x ER - TY - JOUR AU - Sirmans, G Stacy AU - MacDonald, Lynn AU - Macpherson, David A AU - Zietz, Emily Norman TI - The Value of Housing Characteristics: A Meta Analysis T2 - Journal of Real Estate Finance and Economics VL - 33 IS - 3 SP - 215-240 PY - 2006 DA - 2006 SN - 0895-5638 KW - Housing Supply and Markets R31 ER - TY - BOOK AU - Cook, Darren TI - Practical Machine Learning with H2O PY - 2016 DA - 2016 PB - O'Reilly Media, Inc. ER -