XploRe Package for the Popular Parametric and the Semiparametric Single Index Models

Ozge AKKUS

Makale detayları

XploRe Package for the Popular Parametric and the Semiparametric Single Index Models

Yazarlar:

Ozge AKKUS

Yayıncı:

Gazi University

Dergi:

Gazi University Journal of Science 2011 Vol.24 Issue 4, pp.753-762

Belge Tipi:

Makale

Yayın Tarihi:

2/2011

Belge Dili:

İngilizce

Document ID (Org No.):

2000429539

eISSN:

2147-1762

Özet:

 


This study introduces and shows the applicability of the XploRe commands of the parametric and the semiparametric single index models, which are two most popular alternatives of each other. The commands required for the estimation in all stages of the semiparametric estimation and the parametric logistic, probit and complementary log log regression models are introduced in detail. An artificial data set is used to demonstrate the applicability of the commands in practice. The major contribution of this study is that it enables researchers to obtain additional outputs in easier way that are not so easy to have in the standard statistical packages especially for the semiparametric models. Additionally, users could extend and adapt these commands in conjunction with the new developments in this area.   

 

 

Key Words:  Single index model, Semiparametric approach, Binary response modelling, XploRe.                        

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Makale detayları

XploRe Package for the Popular Parametric and the Semiparametric Single Index Models

Yazarlar: Ozge AKKUS

Yayıncı: Gazi University

Dergi: Gazi University Journal of Science 2011 Vol.24 Issue 4, pp.753-762

Belge Tipi: Makale

Yayın Tarihi: 2/2011

Belge Dili: İngilizce

Document ID (Org No.): 2000429539

eISSN: 2147-1762

Sayı

Yazarlar:

Ozge AKKUS

Yayıncı:

Gazi University

Dergi:

Gazi University Journal of Science 2011 Vol.24 Issue 4, pp.753-762

Belge Tipi:

Makale

Yayın Tarihi:

2/2011

Belge Dili:

İngilizce

Document ID (Org No.):

2000429539

eISSN:

2147-1762