Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
| Main Authors: | Kudus, Abdul, Aunuddin, Aunuddin, Wigena, Aji Hamim, Sunarlim, Bunawan |
|---|---|
| Format: | Article info application/pdf eJournal |
| Bahasa: | ind |
| Terbitan: |
Program Studi Statistika Unisba
, 2014
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| Online Access: |
http://ejournal.unisba.ac.id/index.php/statistika/article/view/485 http://ejournal.unisba.ac.id/index.php/statistika/article/view/485/202 |
Daftar Isi:
- The main objective of this study is to explore birth nursing home data using treestructuredregression. A nonparametrica pproacho f tree-structuredr egressionmethod is implementedin to this data. This approachi s slightly differentf i'omwidely used CART methodologyo f Breiman et al. (19E4,C lassificationa ndRegressioTn rees,C hapmana nd Hall, New York). Thed ffirencesb etweenth emare thosei n splilting rules and pruning strategy.C onventionasl plitting rules arereplacedh y rules basedo n log-rank statisticsfo r two sarnplcd ata. Whereasn ewpruning strategiesa re also devised.F inal resulto f thiss tudyi s to developg roupsaf babiesb asedo n covariates. This studyr evealst hat birth wcighl existenceo fphysiologicaml alfunctiond uring nursingh omea nd levelo f cducationo f molherdetermineg roups development,