UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 7
July-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1807302


Registration ID:
184267

Page Number

392-400

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Title

Applicability and Capability of Generalized Gamma Model using R Software

Abstract

Abstract: In this paper, we have considered the Generalized Gamma Distribution with its structural properties. Various special cases of proposed model are defined and studied. The estimation of parameters of said model and its special cases are obtained by employing the computational MLE technique. A comparative study has been done between Generalized Gamma Distribution and its special cases by using -log L, AIC and BIC criteria on the basis of simulated and real life data sets. From this study, it was observed that Generalized Gamma, Gamma and Rayleigh Distributions are better fitted models as compared to other probabilistic models for simulated as well as proposed real life data sets.

Key Words

Generalized Gamma Distribution, MLE, AIC, BIC and R software.

Cite This Article

"Applicability and Capability of Generalized Gamma Model using R Software", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 7, page no.392-400, July-2018, Available :http://www.jetir.org/papers/JETIR1807302.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Applicability and Capability of Generalized Gamma Model using R Software", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 7, page no. pp392-400, July-2018, Available at : http://www.jetir.org/papers/JETIR1807302.pdf

Publication Details

Published Paper ID: JETIR1807302
Registration ID: 184267
Published In: Volume 5 | Issue 7 | Year July-2018
DOI (Digital Object Identifier):
Page No: 392-400
Country: Anantnag, Jammu and Kashmir, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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