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  • 标题:Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
  • 本地全文:下载
  • 作者:Abdul Kudus ; Aunuddin Aunuddin ; Aji Hamim Wigena
  • 期刊名称:Statistika
  • 印刷版ISSN:1411-5891
  • 出版年度:2001
  • 卷号:1
  • 期号:1
  • 页码:32-42
  • DOI:10.29313/jstat.v1i1.485
  • 出版社:Universitas Islam Bandung
  • 摘要:The main objective of this study is to explore birth nursing home data using treestructured regression. A nonparametrica pproacho f tree-structuredr egression method is implementedin to this data. This approachi s slightly differentf i'om widely used CART methodologyo f Breiman et al. (19E4,C lassificationa nd RegressioTn rees,C hapmana nd Hall, New York). Thed ffirencesb etweenth em are thosei n splilting rules and pruning strategy.C onventionasl plitting rules are replacedh y rules basedo n log-rank statisticsfo r two sarnplcd ata. Whereasn ew pruning strategiesa re also devised.F inal resulto f thiss tudyi s to developg roups af babiesb asedo n covariates. This studyr evealst hat birth wcighl existenceo f physiologicaml alfunctiond uring nursingh omea nd levelo f cducationo f molher determineg roups development.
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