ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN DI INDONESIA
In this thesis, we discuss about finding estimators of three parameters of Generalized Gamma family distribution with Maximum Likelihood Estimation Method. Newton method is selected to calculate numerically for finding the estimators. The estimators of three distributions, Weibull, Gamma and Exponen...
| Main Authors: | , |
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| Format: | Thesis |
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[Yogyakarta] : Universitas Gadjah Mada
2012
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| _version_ | 1797032582323372032 |
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| author | , MOH. ROFI', ST , Prof. Dr. Sri Haryatmi, M.Sc. |
| author_facet | , MOH. ROFI', ST , Prof. Dr. Sri Haryatmi, M.Sc. |
| author_sort | , MOH. ROFI', ST |
| collection | UGM |
| description | In this thesis, we discuss about finding estimators of three parameters of
Generalized Gamma family distribution with Maximum Likelihood Estimation
Method. Newton method is selected to calculate numerically for finding the
estimators. The estimators of three distributions, Weibull, Gamma and
Exponential distributions as the special case of three parameters of generalized
gamma family distribution also were found, including Confidence Intervals
Bound and Mean Square Error (MSE) value of estimators.
The case study which was implementatied is modelling Total Fertility Rate
in Indonesian with sample size 48, based on result of goodness of fit test by
EasyFit 5.5 Professional software, both Generalized Gamma and Weibull
distributions can be used to modelling sample distribution. It is conclused that
Generalized Gamma distribution three parameters is bether than Weibull
distribution that is special case form of generalized gamma family distribution,
based on MSE of the estimators and curve fit. |
| first_indexed | 2024-03-13T22:40:19Z |
| format | Thesis |
| id | oai:generic.eprints.org:99822 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T22:40:19Z |
| publishDate | 2012 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:998222016-03-04T08:47:36Z https://repository.ugm.ac.id/99822/ ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN DI INDONESIA , MOH. ROFI', ST , Prof. Dr. Sri Haryatmi, M.Sc. ETD In this thesis, we discuss about finding estimators of three parameters of Generalized Gamma family distribution with Maximum Likelihood Estimation Method. Newton method is selected to calculate numerically for finding the estimators. The estimators of three distributions, Weibull, Gamma and Exponential distributions as the special case of three parameters of generalized gamma family distribution also were found, including Confidence Intervals Bound and Mean Square Error (MSE) value of estimators. The case study which was implementatied is modelling Total Fertility Rate in Indonesian with sample size 48, based on result of goodness of fit test by EasyFit 5.5 Professional software, both Generalized Gamma and Weibull distributions can be used to modelling sample distribution. It is conclused that Generalized Gamma distribution three parameters is bether than Weibull distribution that is special case form of generalized gamma family distribution, based on MSE of the estimators and curve fit. [Yogyakarta] : Universitas Gadjah Mada 2012 Thesis NonPeerReviewed , MOH. ROFI', ST and , Prof. Dr. Sri Haryatmi, M.Sc. (2012) ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN DI INDONESIA. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=56057 |
| spellingShingle | ETD , MOH. ROFI', ST , Prof. Dr. Sri Haryatmi, M.Sc. ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN DI INDONESIA |
| title | ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN
DI INDONESIA |
| title_full | ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN
DI INDONESIA |
| title_fullStr | ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN
DI INDONESIA |
| title_full_unstemmed | ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN
DI INDONESIA |
| title_short | ESTIMASI PARAMETER DISTRIBUSI GENERALIZED GAMMA UNTUK PEMODELAN ANGKA KELAHIRAN
DI INDONESIA |
| title_sort | estimasi parameter distribusi generalized gamma untuk pemodelan angka kelahiran di indonesia |
| topic | ETD |
| work_keys_str_mv | AT mohrofist estimasiparameterdistribusigeneralizedgammauntukpemodelanangkakelahirandiindonesia AT profdrsriharyatmimsc estimasiparameterdistribusigeneralizedgammauntukpemodelanangkakelahirandiindonesia |