Bayesian age-period-cohort modeling and prediction: BAMP. J Stat Software. 2007;21:1-15.SCHMID V. J., HELD L., 2007: Bayesian age-period-cohort modeling and prediction - BAMP. Journal of Statistical Software. 21 (8), 1 - 15.
model.BAMPanalyzesincidenceormortalitycountdatawithaBayesianage-period-cohort modelandallowstoincludeseveralfeatures: •Theoneyearinputintervalsdatadoandnothaveagegroupedtobeoninthefivesameyeartimeintervals;scale,however,forexampletimeperiodscalescanhavebetoin ...
The software package BAMP provides a method of analyzing incidence or mortality data on the Lexis diagram, using a Bayesian version of an age-period-cohort model. A hierarchical model is assumed with a binomial model in the first-stage. As smoothing priors for the age, period and cohort param...
Bayesian dynamic hierarchical model for repeated surveys capturing simultaneous effects of age, cohort and time period.Time-structured random effects model both stability and change.Smoothly time-varying effects of individual characteristics on political behavior.Application to religious voting in the United ...
Furthermore, we predict the future disease burden of IBD using a Bayesian age-period-cohort model. Methods Data Global burden data on IBD can be obtained from the GBD database [6], which comprehensively estimates the burden of 369 diseases and injuries, as well as 87 attributable risk ...
The temporal trend of larynx cancer was analyzed using a joinpoint regression model. The age–period–cohort model was used to explore the age, period, and cohort effects on larynx cancer and predict future trends up to 2044. Results: From 1990 to 2019, the age‐standardized incidence rate ...
We used a well-established hierarchical Bayesian Age Period Cohort (APC) model, which works under the assumption that variability in incidence data can be explained by age, period and cohort effects. We fitted this model to observed CHD mortality rate trends from 1982 to 2006. We then used ...
摘要: An analysis of the turnout rates in elections for the Lower House of the Diet from 1969 to 2005 using the Bayesian age-period-cohort model 三船 毅 , 中村 隆 Japanese journal of electoral studies 25(2), 83-106, 2009年份: 2009 ...
基金 supported by grants from the Shandong Provincial Natural Science Foundation[ZR2020MH188,ZR2021MH051] Project of Science and Technology Development Plan of Traditional Chinese Medicine in Shandong Province[Grant/Award Number:2019-0424] 2021 Youth Innovation Talent Introduction and Education Program of...
4 This method uses the "equivalent lost healthy year fraction (adjusted for comorbidity) at each age in the current population (for a given year)" to divide the "hypothetical years of life lived by a period life table cohort at different ages" into "years of equivalent full health and...