Journals / Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik / 2003 / Cilt: 4 - Sayı: 2

İki düzeyli Probit regresyon modellerinde uyum iyiliği ölçütleri

Goodness of fit measures in binary Probit regression models

Pages
195–204
Publication Date
2022-10-11
DOI
—
🏛️Bibliographic metadata and full text access for this article are provided via DergiPark.
DergiPark Record ↗
✨

AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

The application of each of the goodness of fit measure on "the users' satisfaction factors from a university's web site data", is also given.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:In this study the goodness of fit measures in Probit models for binary outcomes, have been examined.
📊
Key Findings & Data:Pseudo-R2 measures and other measures are introduced and a comparison of those different measures is held.
💡
Conclusion & Impact:The application of each of the goodness of fit measure on "the users' satisfaction factors from a university's web site data", is also given.
🔬Design:Modeling & Simulation
📍Scope:Comprehensive Sample
⚙️Variables:Domain Parameters

Abstract

In this study the goodness of fit measures in Probit models for binary outcomes, have been examined. Pseudo-R2 measures and other measures are introduced and a comparison of those different measures is held. The application of each of the goodness of fit measure on "the users' satisfaction factors from a university's web site data", is also given.

Özet

Bu çalışmada iki düzeyli Probit modeli için kullanılan uyum iyiliği ölçütleri üzerinde durulmuştur. Bu amaçla Yapay-R2 ölçütleri ve diğer ölçütler tanıtılmış ve söz konusu ölçütlerin bir karşılaştırılması ele alınmıştır. Ayrıca "kullanıcıların bir üniversitenin web sayfasından olan memnuniyet faktörleri verisi" üzerine, herbir uyum iyiliği ölçütünün uygulamasına yer verilmiştir.

🔖

Cite This Article

ÖZARICI, Ö., YAZICI, B. (2022). İki düzeyli Probit regresyon modellerinde uyum iyiliği ölçütleri. Anadolu Üniversitesi Bilim ve Teknoloji Dergisi :A-Uygulamalı Bilimler ve Mühendislik, Cilt: 4 - Sayı: 2, 195–204. https://ajindex.com/articles/438462

📄 Full Text PDF Viewer

📄

PDF görüntüleyici hazırlanıyor...

References (14)

  1. Agresti, A. (2002).
  2. Categorical Data Analysis, Second Edition,
  3. Wiley Series and Sons Inc. Aldrich, J.H. and Nelson, F.D. (1984).
  4. Linear Probability and Probh Models, Quantitative Applications in the Social Sciences, Sage Publications, Newburry Park. Ben-Akiva, M. and Lerman, S.R. (1985). Discrete Choice Analysis: Theory and Application to Travel Demand. The MIT Press,
  5. Cambridge, MA. Cragg, S.G. and Uhler, R. (1970). The Demand for Automobiles. Canadian Journal of Economics 3, 386-406.
  6. Efron, B. (1978). Regression and ANOVA With Zero-one Data Measures of Residual Variation. JASA 73, 113-121.
  7. Estrella, A. (1998). A New Measure of Fit for Equations with Dichotomous Dependent Variables. Journal of Business and Economic Statistics 16(2), 198-205.
  8. Griffiths, W.E., Hill, R.C. and Judge, G.G. (1993).
  9. Learning and Practicing Econometrics, John Wiley and Sons Inc., p.855. Hagle, T. M. and Mithchell, G.E. (1992). Goodness of Fit Measures for Probit Models. Econometric Reviews 14(1), 101-116.
  10. McFadden, M. and Lerman, S.R. (1981). Econometric Models of Probabilistic Choice, Structural Analysis of Discrete Data with Econometric Applications, The MIT Press,
  11. Cambridge, MA. McKelvey, R.D. and Zavoina, W. (1975). A Statistical Model for the Analysis of. Ordinal Level Dependent Variables Journal of Mathematical Sociology4, 103-120.
  12. Veall, M.R. and Zimmerman, K.F. (1995). Comments on Goodness of Fit Measures in Binary Choice Models Econometric Reviews 14(1), 117-120.
  13. Veall, M.R. and Zimmerman, K.F. (1996). Pseudo-R2 Measures for Some Common Limited Dependent Variable Models Journal of Economic Surveys 10(3), 241-259.
  14. Ozarici, O. (2002). Bivanate Probit Model with Full Observability and Heteroscedasticity and an Application, Unpublished PhD Thesis, Osmangazi University, Eskisehir, Turkey. Windmeijer, F.A. G. (1995). Goodness of Fit Measures in Binary Choice Models. Econometric Reviews 14(1), 101-116.