Justin Grimmer, Margaret E. Roberts, Brandon M Stewart
{"title":"Machine Learning for Social Science: An Agnostic Approach","authors":"Justin Grimmer, Margaret E. Roberts, Brandon M Stewart","doi":"10.1146/ANNUREV-POLISCI-053119-015921","DOIUrl":null,"url":null,"abstract":"Social scientists are now in an era of data abundance, and machine learning tools are increasingly used to extract meaning from data sets both massive and small. We explain how the inclusion of mac...","PeriodicalId":48264,"journal":{"name":"Annual Review of Political Science","volume":null,"pages":null},"PeriodicalIF":9.7000,"publicationDate":"2021-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"94","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annual Review of Political Science","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1146/ANNUREV-POLISCI-053119-015921","RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"POLITICAL SCIENCE","Score":null,"Total":0}
引用次数: 94
Abstract
Social scientists are now in an era of data abundance, and machine learning tools are increasingly used to extract meaning from data sets both massive and small. We explain how the inclusion of mac...
期刊介绍：
The Annual Review of Political Science has been published since 1998 to provide comprehensive coverage of critical advancements in the field. It encompasses a wide range of subjects within Political Science, such as political theory and philosophy, international relations, political economy, political behavior, American and comparative politics, public administration and policy, and methodology.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
