如果你想学习逻辑回归，请阅读本文

Q3 Social Sciences

Revista de Sociologia e Politica Pub Date : 2020-12-15 DOI:10.1590/1678-987320287406EN

A. Fernandes, Dalson Britto Figueiredo Filho, E. Rocha, Willber Nascimento

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引用次数: 30

摘要

摘要简介：如果我的反应变量是二元范畴的，该怎么办？本文直观地介绍了逻辑回归，这是处理二分因变量的最合适的统计技术。材料和方法：我们使用Castro和Nunes（2014）的数据估计了腐败丑闻对巴西众议院候选人连任机会的影响。具体来说，我们展示了R中的计算实现，并解释了对结果的实质性解释。结果：我们共享复制材料，使学生和专业人员能够快速使用此处介绍的程序进行学习和研究活动。讨论：我们希望促进逻辑回归的使用，并推广复制作为数据分析的教学工具。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Read this paper if you want to learn logistic regression

ABSTRACT Introduction: What if my response variable is binary categorical? This paper provides an intuitive introduction to logistic regression, the most appropriate statistical technique to deal with dichotomous dependent variables. Materials and Methods: we estimate the effect of corruption scandals on the chance of reelection of candidates running for the Brazilian Chamber of Deputies using data from Castro and Nunes (2014). Specifically, we show the computational implementation in R and we explain the substantive interpretation of the results. Results: we share replication materials which quickly enables students and professionals to use the procedures presented here for their studying and research activities. Discussion: we hope to facilitate the use of logistic regression and to spread replication as a data analysis teaching tool.

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来源期刊

Revista de Sociologia e Politica Social Sciences-Sociology and Political Science

CiteScore

0.80

自引率

0.00%

发文量

审稿时长

16 weeks

期刊介绍： The Revista de Sociologia e Política is a bi-annual publication of the Political Science staff of the Departament of Social Sciences of the Paraná Federal University, in Brazil. Created in 1993, it appears in the months of June and November. Open to scientific debate, the Revista de Sociologia e Política intends to be a pluralist space to divulge the results of substantive research, mainly of sociologists and political scientists. It publishes, preferably in Portuguese, original articles and critical reviews of recently edited works. The Revista de Sociologia e Política give priority to manuscripts whose main theme pertains to politics and the political.