Estimation of Beta Regression Model with Applied Study

Journal Title: JOURNAL OF ADVANCES IN MATHEMATICS - Year 2016, Vol 12, Issue 11

Abstract

This paper proposes a regression model where the dependent variable is beta distributed. Therefore the observations of the dependent variable must fall within (0,1) interval. This beta regression model produces two regression coefficients: one for the model of the mean and one for the model of the dispersion. Parameter estimation is performed by maximum likelihood and Bayesian method. Finally, numerical study is presented.

Authors and Affiliations

Hanaa Abd El Reheem Salem

Keywords

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  • EP ID EP651671
  • DOI 10.24297/jam.v12i11.10
  • Views 137
  • Downloads 0

How To Cite

Hanaa Abd El Reheem Salem (2016). Estimation of Beta Regression Model with Applied Study. JOURNAL OF ADVANCES IN MATHEMATICS, 12(11), 6773-6777. https://europub.co.uk/articles/-A-651671