{"title":"Small Steps with Big Data: Using Machine Learning in Energy and Environmental Economics","authors":"Matthew Harding, Carlos Lamarche","doi":"10.1146/ANNUREV-RESOURCE-100920-034117","DOIUrl":null,"url":null,"abstract":"This article reviews recent endeavors to incorporate big data and machine learning techniques into energy and environmental economics research. We find that novel datasets, from high frequency smar...","PeriodicalId":48856,"journal":{"name":"Annual Review of Resource Economics","volume":"43 1","pages":""},"PeriodicalIF":4.2000,"publicationDate":"2021-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annual Review of Resource Economics","FirstCategoryId":"96","ListUrlMain":"https://doi.org/10.1146/ANNUREV-RESOURCE-100920-034117","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURAL ECONOMICS & POLICY","Score":null,"Total":0}
引用次数: 2
Abstract
This article reviews recent endeavors to incorporate big data and machine learning techniques into energy and environmental economics research. We find that novel datasets, from high frequency smar...
期刊介绍:
The Annual Review of Resource Economics provides authoritative critical reviews evaluating the most significant research developments in resource economics, focusing on agricultural economics, environmental economics, renewable resources, and exhaustible resources.