{"title":"大数据的小步:在能源和环境经济学中使用机器学习","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":"{\"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}","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}
Small Steps with Big Data: Using Machine Learning in Energy and Environmental Economics
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.
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