{"id":8373,"date":"2022-07-19T16:22:09","date_gmt":"2022-07-19T21:22:09","guid":{"rendered":"https:\/\/sitios.udla.edu.ec\/econometria\/?p=8373"},"modified":"2022-07-21T13:31:45","modified_gmt":"2022-07-21T18:31:45","slug":"neural-based-contingent-valuation-of-road-traffic-noise","status":"publish","type":"post","link":"https:\/\/sitios.udla.edu.ec\/econometria\/neural-based-contingent-valuation-of-road-traffic-noise\/","title":{"rendered":"Neural based contingent valuation of road traffic noise"},"content":{"rendered":"\n

Abstract: In this paper, we present a new approach to value the willingness to pay to reduce road noise annoyance using an artificial neural network ensemble. The model predicts, with precision and accuracy, a range for willingness to pay from subjective assessments of noise, a modeled noise exposure level, and both demographic and socio-economic conditions. The results were compared to an ordered probit econometric model in terms of the performance mean relative error and obtained 85.7% better accuracy. The results of this study show that the applied methodology allows the model to reach an adequate generalization level, and can be applicable as a tool for determining the cost of transportation noise in order to obtain financial resources for action plans.<\/p>\n","protected":false},"excerpt":{"rendered":"Abstract: In this paper, we present a new approach to value the willingness to pay to reduce road noise annoyance using…","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[85],"tags":[],"class_list":["post-8373","post","type-post","status-publish","format-standard","hentry","category-articulo"],"acf":[],"yoast_head":"\nNeural based contingent valuation of road traffic noise - Econometr\u00eda<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sitios.udla.edu.ec\/econometria\/neural-based-contingent-valuation-of-road-traffic-noise\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Neural based contingent valuation of road traffic noise - 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