{"title":"An Introduction to Nonparametric Regression for Labor Economists","authors":"Daniel J. Henderson, Anne-Charlotte Souto","doi":"10.1007/s12122-018-9279-6","DOIUrl":null,"url":null,"abstract":"In this article we overview nonparametric (spline and kernel) regression methods and illustrate how they may be used in labor economics applications. We focus our attention on issues commonly found in the labor literature such as how to account for endogeneity via instrumental variables in a nonparametric setting. We showcase these methods via data from the Current Population Survey.","PeriodicalId":46592,"journal":{"name":"Journal of Labor Research","volume":"14 1","pages":""},"PeriodicalIF":1.0000,"publicationDate":"2018-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Labor Research","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1007/s12122-018-9279-6","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"INDUSTRIAL RELATIONS & LABOR","Score":null,"Total":0}
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Abstract
In this article we overview nonparametric (spline and kernel) regression methods and illustrate how they may be used in labor economics applications. We focus our attention on issues commonly found in the labor literature such as how to account for endogeneity via instrumental variables in a nonparametric setting. We showcase these methods via data from the Current Population Survey.
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The Journal of Labor Research provides an outlet for original research on all aspects of behavior affecting labor market outcomes. The Journal provides a forum for both empirical and theoretical research on labor economics. The journal welcomes submissions issues relating to labor markets and employment relations, including labor demand and supply, personnel economics, unions and collective bargaining, employee participation, dispute resolution, labor market policies, types of employment relationships, the interplay between labor market variables and policy issues in labor economics are published by the Journal. The Journal of Labor Research also publishes book reviews relating to these topics.
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