Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)

Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)

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 l...

Full description

Bibliographic Details
Main Authors: Abdul Kudus, Aunuddin Aunuddin, Aji Hamim Wigena, Bunawan Sunarlim
Format: Article
Language:Indonesian
Published: Universitas Islam Bandung 2014-05-01
Series:Statistika
Online Access:http://ejournal.unisba.ac.id/index.php/statistika/article/view/485
id doaj-a1e20489c7fe4ffb8e8d8a512a023006
record_format Article
spelling doaj-a1e20489c7fe4ffb8e8d8a512a0230062020-11-24T22:39:11ZindUniversitas Islam BandungStatistika1411-58912014-05-01113242406Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)Abdul KudusAunuddin AunuddinAji Hamim WigenaBunawan SunarlimThe 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,http://ejournal.unisba.ac.id/index.php/statistika/article/view/485
collection DOAJ
language Indonesian
format Article
sources DOAJ
author Abdul Kudus
Aunuddin Aunuddin
Aji Hamim Wigena
Bunawan Sunarlim
spellingShingle Abdul Kudus
Aunuddin Aunuddin
Aji Hamim Wigena
Bunawan Sunarlim
Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
Statistika
author_facet Abdul Kudus
Aunuddin Aunuddin
Aji Hamim Wigena
Bunawan Sunarlim
author_sort Abdul Kudus
title Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
title_short Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
title_full Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
title_fullStr Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
title_full_unstemmed Analisis Eksplorasi Data Masa Rawat Kelahiran Bayi Menggunakan Pendekatan Pohon Regresi (An Exploratory Analysis of Birth Nursing Home Data Using Regression Tree Approach)
title_sort analisis eksplorasi data masa rawat kelahiran bayi menggunakan pendekatan pohon regresi (an exploratory analysis of birth nursing home data using regression tree approach)
publisher Universitas Islam Bandung
series Statistika
issn 1411-5891
publishDate 2014-05-01
description 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,
url http://ejournal.unisba.ac.id/index.php/statistika/article/view/485
work_keys_str_mv AT abdulkudus analisiseksplorasidatamasarawatkelahiranbayimenggunakanpendekatanpohonregresianexploratoryanalysisofbirthnursinghomedatausingregressiontreeapproach
AT aunuddinaunuddin analisiseksplorasidatamasarawatkelahiranbayimenggunakanpendekatanpohonregresianexploratoryanalysisofbirthnursinghomedatausingregressiontreeapproach
AT ajihamimwigena analisiseksplorasidatamasarawatkelahiranbayimenggunakanpendekatanpohonregresianexploratoryanalysisofbirthnursinghomedatausingregressiontreeapproach
AT bunawansunarlim analisiseksplorasidatamasarawatkelahiranbayimenggunakanpendekatanpohonregresianexploratoryanalysisofbirthnursinghomedatausingregressiontreeapproach
_version_ 1725710357505245184

Similar Items