MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN
Survival data analysis refers to some statistical methods to analyze time-toevent data. The analysis often discuss about observation unit�s probability of survive, known as survival function. Survival function can be estimated using nonparametric method. Two well-known estimators to estimate survi...
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| Format: | Thesis |
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[Yogyakarta] : Universitas Gadjah Mada
2014
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| _version_ | 1797035983244361728 |
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| author | , M HASAN SIDIQ K , Dr. Danardono, MPH. |
| author_facet | , M HASAN SIDIQ K , Dr. Danardono, MPH. |
| author_sort | , M HASAN SIDIQ K |
| collection | UGM |
| description | Survival data analysis refers to some statistical methods to analyze time-toevent
data. The analysis often discuss about observation unit�s probability of survive,
known as survival function. Survival function can be estimated using nonparametric
method. Two well-known estimators to estimate survival function are Kaplan-Meier
and Nelson-Aalen.
Right censored observations usually found in time-to-event data. Kaplan-
Meier and Nelson-Aalen estimator assume that the survival function on the censored
time equal to survival function on the time before. Therefore, the estimation of
survival function on the censored time is less precise. That problem can be solved
with alternate survival function estimator. That is using Koziol-Green Model. The
advantage of this alternate estimator is the survival function on the censored time not
assumed equal to survival function on the time before, but have its own estimation.
Also the calculating method for the alternate estimator is much simple. We only need
calculate the proportion of uncensored data and the empirical cumulative probability
to estimate the survival function. |
| first_indexed | 2024-03-13T23:38:59Z |
| format | Thesis |
| id | oai:generic.eprints.org:133337 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T23:38:59Z |
| publishDate | 2014 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:1333372016-03-04T07:58:30Z https://repository.ugm.ac.id/133337/ MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN , M HASAN SIDIQ K , Dr. Danardono, MPH. ETD Survival data analysis refers to some statistical methods to analyze time-toevent data. The analysis often discuss about observation unit�s probability of survive, known as survival function. Survival function can be estimated using nonparametric method. Two well-known estimators to estimate survival function are Kaplan-Meier and Nelson-Aalen. Right censored observations usually found in time-to-event data. Kaplan- Meier and Nelson-Aalen estimator assume that the survival function on the censored time equal to survival function on the time before. Therefore, the estimation of survival function on the censored time is less precise. That problem can be solved with alternate survival function estimator. That is using Koziol-Green Model. The advantage of this alternate estimator is the survival function on the censored time not assumed equal to survival function on the time before, but have its own estimation. Also the calculating method for the alternate estimator is much simple. We only need calculate the proportion of uncensored data and the empirical cumulative probability to estimate the survival function. [Yogyakarta] : Universitas Gadjah Mada 2014 Thesis NonPeerReviewed , M HASAN SIDIQ K and , Dr. Danardono, MPH. (2014) MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=73949 |
| spellingShingle | ETD , M HASAN SIDIQ K , Dr. Danardono, MPH. MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN |
| title | MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN |
| title_full | MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN |
| title_fullStr | MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN |
| title_full_unstemmed | MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN |
| title_short | MODEL KOZIOL-GREEN UNTUK ESTIMASI FUNGSI SURVIVAL PADA OBSERVASI TERSENSOR KANAN |
| title_sort | model koziol green untuk estimasi fungsi survival pada observasi tersensor kanan |
| topic | ETD |
| work_keys_str_mv | AT mhasansidiqk modelkoziolgreenuntukestimasifungsisurvivalpadaobservasitersensorkanan AT drdanardonomph modelkoziolgreenuntukestimasifungsisurvivalpadaobservasitersensorkanan |