SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD PADA MODEL REGRESI LOGISTIK DIKOTOMUS. (Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta)
This thesis investigates the consistency and asymptotic normality of the maximum likelihood estimator in dichotomous logistic regression models. The consistency is proved under hypotheses which allow the number of exogenous variables p to grow along with the sample size �. Conditions on the inter...
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| Format: | Thesis |
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[Yogyakarta] : Universitas Gadjah Mada
2013
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| _version_ | 1797033283942350848 |
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| author | , AMERICO SAUL , Prof. Drs. Subanar, Ph.D |
| author_facet | , AMERICO SAUL , Prof. Drs. Subanar, Ph.D |
| author_sort | , AMERICO SAUL |
| collection | UGM |
| description | This thesis investigates the consistency and asymptotic normality of the maximum
likelihood estimator in dichotomous logistic regression models. The consistency is
proved under hypotheses which allow the number of exogenous variables p to grow
along with the sample size �. Conditions on the interdependence of � and n necessary
for the consistency of the estimator are established. The asymptotic normality is
proved in the case where � is constant. Some aspects on the motivation and the
origins of the model are presented at the beginning. Finally , a short example based
on a medical study outlines the application of the logistic regression model. Heart
disease is one of the deadly disease with a high presenstase. For that needs to be
addressed so as to reduce deaths from the disease. Based on this research to obtain the
factors that cause heart attacks. In this study, the cause of coronary heart disease is
divided into three factors including, cholesterol, blood sugar and cigarettes. |
| first_indexed | 2024-03-13T22:51:33Z |
| format | Thesis |
| id | oai:generic.eprints.org:120038 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T22:51:33Z |
| publishDate | 2013 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:1200382016-03-04T08:22:24Z https://repository.ugm.ac.id/120038/ SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD PADA MODEL REGRESI LOGISTIK DIKOTOMUS. (Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta) , AMERICO SAUL , Prof. Drs. Subanar, Ph.D ETD This thesis investigates the consistency and asymptotic normality of the maximum likelihood estimator in dichotomous logistic regression models. The consistency is proved under hypotheses which allow the number of exogenous variables p to grow along with the sample size �. Conditions on the interdependence of � and n necessary for the consistency of the estimator are established. The asymptotic normality is proved in the case where � is constant. Some aspects on the motivation and the origins of the model are presented at the beginning. Finally , a short example based on a medical study outlines the application of the logistic regression model. Heart disease is one of the deadly disease with a high presenstase. For that needs to be addressed so as to reduce deaths from the disease. Based on this research to obtain the factors that cause heart attacks. In this study, the cause of coronary heart disease is divided into three factors including, cholesterol, blood sugar and cigarettes. [Yogyakarta] : Universitas Gadjah Mada 2013 Thesis NonPeerReviewed , AMERICO SAUL and , Prof. Drs. Subanar, Ph.D (2013) SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD PADA MODEL REGRESI LOGISTIK DIKOTOMUS. (Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta). UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=60045 |
| spellingShingle | ETD , AMERICO SAUL , Prof. Drs. Subanar, Ph.D SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD PADA MODEL REGRESI LOGISTIK DIKOTOMUS. (Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta) |
| title | SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD
PADA MODEL REGRESI LOGISTIK DIKOTOMUS.
(Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta) |
| title_full | SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD
PADA MODEL REGRESI LOGISTIK DIKOTOMUS.
(Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta) |
| title_fullStr | SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD
PADA MODEL REGRESI LOGISTIK DIKOTOMUS.
(Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta) |
| title_full_unstemmed | SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD
PADA MODEL REGRESI LOGISTIK DIKOTOMUS.
(Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta) |
| title_short | SIFAT-SIFAT ASIMTOTIK ESTIMATOR MAKSIMUM LIKELIHOOD
PADA MODEL REGRESI LOGISTIK DIKOTOMUS.
(Studi Kasus: Status Penyakit Serangan Jantung R.S. Panti Rapih, Yogyakarta) |
| title_sort | sifat sifat asimtotik estimator maksimum likelihood pada model regresi logistik dikotomus studi kasus status penyakit serangan jantung r s panti rapih yogyakarta |
| topic | ETD |
| work_keys_str_mv | AT americosaul sifatsifatasimtotikestimatormaksimumlikelihoodpadamodelregresilogistikdikotomusstudikasusstatuspenyakitseranganjantungrspantirapihyogyakarta AT profdrssubanarphd sifatsifatasimtotikestimatormaksimumlikelihoodpadamodelregresilogistikdikotomusstudikasusstatuspenyakitseranganjantungrspantirapihyogyakarta |