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題名 Interaction in Generalized Linear Models: Theoretical Issues and Application to Personal Vote-Earning Attributes
作者 蔡宗漢
Tsai,Tsung-han ;Gill, Jeff
貢獻者 政治系
關鍵詞 generalized linear models; interaction effects; first differences; personal vote-earning attributes
日期 2013.05
上傳時間 13-Dec-2013 18:01:09 (UTC+8)
摘要 There is some confusion in political science, and the social sciences in general, about the meaning and interpretation of interaction effects in models with non-interval, non-normal outcome variables. Often these terms are casually thrown into a model specification without observing that their presence fundamentally changes the interpretation of the resulting coefficients. This article explains the conditional nature of reported coefficients in models with interactions, defining the necessarily different interpretation required by generalized linear models. Methodological issues are illustrated with an application to voter information structured by electoral systems and resulting legislative behavior and democratic representation in comparative politics.
關聯 Social Sciences, 2(2),91-113
資料類型 article
dc.contributor 政治系en_US
dc.creator (作者) 蔡宗漢zh_TW
dc.creator (作者) Tsai,Tsung-han ;Gill, Jeffen_US
dc.date (日期) 2013.05en_US
dc.date.accessioned 13-Dec-2013 18:01:09 (UTC+8)-
dc.date.available 13-Dec-2013 18:01:09 (UTC+8)-
dc.date.issued (上傳時間) 13-Dec-2013 18:01:09 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/62522-
dc.description.abstract (摘要) There is some confusion in political science, and the social sciences in general, about the meaning and interpretation of interaction effects in models with non-interval, non-normal outcome variables. Often these terms are casually thrown into a model specification without observing that their presence fundamentally changes the interpretation of the resulting coefficients. This article explains the conditional nature of reported coefficients in models with interactions, defining the necessarily different interpretation required by generalized linear models. Methodological issues are illustrated with an application to voter information structured by electoral systems and resulting legislative behavior and democratic representation in comparative politics.en_US
dc.format.extent 522125 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Social Sciences, 2(2),91-113en_US
dc.subject (關鍵詞) generalized linear models; interaction effects; first differences; personal vote-earning attributesen_US
dc.title (題名) Interaction in Generalized Linear Models: Theoretical Issues and Application to Personal Vote-Earning Attributesen_US
dc.type (資料類型) articleen