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Investigating the Competitive Assumption of Multinomial Logit Models of Brand Choice by Nonparametric Modeling
http://hdl.handle.net/2261/2469
http://hdl.handle.net/2261/2469231743bd-4f3b-4827-9c0e-205cf87d5424
Item type | テクニカルレポート / Technical Report(1) | |||||
---|---|---|---|---|---|---|
公開日 | 2017-01-17 | |||||
タイトル | ||||||
タイトル | Investigating the Competitive Assumption of Multinomial Logit Models of Brand Choice by Nonparametric Modeling | |||||
言語 | ||||||
言語 | eng | |||||
キーワード | ||||||
主題 | nonparametric method | |||||
主題Scheme | Other | |||||
キーワード | ||||||
主題 | generalized additive models | |||||
主題Scheme | Other | |||||
キーワード | ||||||
主題 | bran choice | |||||
主題Scheme | Other | |||||
キーワード | ||||||
主題 | IIA | |||||
主題Scheme | Other | |||||
キーワード | ||||||
主題 | multinomial logit model | |||||
主題Scheme | Other | |||||
キーワード | ||||||
主題 | scanner panel data | |||||
主題Scheme | Other | |||||
資源タイプ | ||||||
資源 | http://purl.org/coar/resource_type/c_18gh | |||||
タイプ | technical report | |||||
アクセス権 | ||||||
アクセス権 | metadata only access | |||||
アクセス権URI | http://purl.org/coar/access_right/c_14cb | |||||
著者 |
Abe, Makoto
× Abe, Makoto× Yasemin, Boztug× Lutz, Hildebrandt |
|||||
著者所属 | ||||||
著者所属 | University of Tokyo | |||||
著者所属 | ||||||
著者所属 | Humboldt University of Berlin | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | The Multinomial Logit (MNL) model is still the only viable option to study nonlinear responsiveness of utility to covariates nonparametrically. This research investigates whether MNL structure of inter-brand competition is a reasonable assumption, so that when the utility function is estimated nonparametrically, the IIA assumption does not bias the result. For this purpose, the authors compare the performance of two comparable nonpara-metric choice models that differ in one aspect: one assumes MNL com-petitive structure and the other infers the pattern of brands'competition nonparametrically from data. | |||||
内容記述 | ||||||
内容記述タイプ | Other | |||||
内容記述 | Computational Statistics, 2004. 所収予定. | |||||
内容記述 | ||||||
内容記述タイプ | Other | |||||
内容記述 | 本文フィルはリンク先を参照のこと | |||||
書誌情報 |
Discussion paper series. CIRJE-F 巻 2003-CF-193, 発行日 2003-02 |
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書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA11450569 | |||||
フォーマット | ||||||
内容記述タイプ | Other | |||||
内容記述 | application/pdf | |||||
日本十進分類法 | ||||||
主題 | 330 | |||||
主題Scheme | NDC | |||||
出版者 | ||||||
出版者 | 日本経済国際共同センター | |||||
出版者別名 | ||||||
Center for International Research on the Japanese Economy | ||||||
関係URI | ||||||
識別子タイプ | URI | |||||
関連識別子 | http://www.cirje.e.u-tokyo.ac.jp/research/dp/2003/2003cf193ab.html |