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Cancer incidence and mortality estimations in Busan by using spatial multi-level model
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공간 다수준 분석을 이용한 부산지역 암발생 및 암사망 추정

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Academic journal
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The Korean Data and Information Science Society Journal of the Korean Data And Information Science Society Vol.27 No.5 KCI Excellent Accredited Journal
Published
2016.10
Pages
1,169 - 1,182 (14page)

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Cancer incidence and mortality estimations in Busan by using spatial multi-level model
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Research history (2)

2016

Cancer incidence and mortality estimations in Busan by using spatial multi-level model
Younggyu Ko ,  Junhee Han ,  Taeho Yoon and others 2 Journal of the Korean Data And Information Science Society 2016.10 Academic journal
고영규 통계 2016.01 Thesis
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Cancer is a typical cause of death in Korea that becomes a major issue in health care. According to Cause of Death Statistics (2014) by National Statistical Office, SMRs (standardized mortality rates) in Busan were counted as the highest among all cities. In this paper, we used data of Busan Regional Cancer Center to estimate the extent of the cancer incidence rate and cancer mortality rate. The data are considered in small areas of administrative units such as Gu/Dong from years 2003 to 2009. All cancer including four major cancers (stomach cancer, colorectal cancer, lung cancer, liver cancer) have been analyzed. We carried out model selection and parameter estimation using spatial multi-level model incorporating a spatial correlation. For the spatial effects, CAR (conditional autoregressive model) has been assumed.
#공간 모형 #spatial generalized linear mixed model #multi-level model #다단계 모형 #소지역 추정 #small area estimation #베이지안 추론 #Bayesian inference #공간 일반화선형혼합모형 #spatial model

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[학술지(정기간행물)] - 안대성 / 2015 / 질병지도 작성을 위해 공간모형을 이용한 소지역 추정 / 한국데이터정보과학회지 26 (1) : 101 ~ 109 dbpia [단행본] - Banerjee, S. / 2004 / Hierarchical modeling and analysis for spatial data / CRC Press google schola [학술지(정기간행물)] - Berg, A. / 2004 / Deviance information criterion for comparing stochastic volatility models / Journal of Business & Economic Statistics 22 : 107 ~ 120 google schola [학술지(정기간행물)] - Britt, H. R. / 2005 / Neighborhood level spatial analysis of the relationship between alcohol outlet density and criminal violence / Environmental and Ecological Statistics 12 : 411 ~ 426 google schola [학술지(정기간행물)] - Brooks, S. P. / 1998 / General Methods for Monitoring Convergence of Iterative Simulations / Journal of Computational and Graphical Statistics 7 : 434 ~ 455 google schola

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UCI(KEPA) : I410-ECN-0101-2018-041-001378430