Bi-response Poisson Regression Model for Modeling Effect ofEarly Marriage on Maternal and Infant Mortality

Darnah, Imam Utoyo, Nur Chamidah

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Early married on the child-girl is defined as a marriage of a girl before the age of 18. Early married has direct effects to girl education, health, and psychological so that increase risk of the maternal mortality and child mortality cases. The maternal mortality and child mortality cases can also be an indicator of the welfare level of a region. If the maternal mortality and the infant maternal cases are the high, then the quality of health services in the area is bad and conversely. In this paper, we discuss about effect of early marriage on the child-girl to maternal and infant mortality in East Java Indonesia using bi-response Poisson regression model based on local linear. The best model is determined based on Cross Validation (CV). The bi-response Poisson regression model with the best local linear estimator is obtained from optimal bandwidth is 0.67. The comparison of the deviance value between parametric and nonparametric regression model in this case showed the bi-response Poisson regression using nonparametric regression model approach based on local linear estimator is better than the bi-response Poisson regression using parametric regression approach. The analysis showed the early marriage on the child-girl had the highest influence on the number of maternal and infant mortality in East Java.

Original languageEnglish
Title of host publication8th International Conference and Workshop on Basic and Applied Science, ICOWOBAS 2021
EditorsAnjar Tri Wibowo, M. Fariz Fadillah Mardianto, Riries Rulaningtyas, Satya Candra Wibawa Sakti, Muhammad Fauzul Imron, Rico Ramadhan
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735442610
DOIs
Publication statusPublished - 25 Jan 2022
Event8th International Conference and Workshop on Basic and Applied Science, ICOWOBAS 2021 - Surabaya, Indonesia
Duration: 25 Aug 202126 Aug 2021

Publication series

NameAIP Conference Proceedings
Volume2554
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

Conference8th International Conference and Workshop on Basic and Applied Science, ICOWOBAS 2021
Country/TerritoryIndonesia
CitySurabaya
Period25/08/2126/08/21

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