Penalized smoothing splines resolve the curvature identifiability problem in age-period-cohort models with unequal intervals

DOI10.1002/SIM.9703zbMATH Open1545.62323MaRDI QIDQ6625724

Theresa R. Smith, Connor Gascoigne

Publication date: 28 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

identifiabilityage-period-cohort modelsunequal intervalspenalized smoothing splines

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

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• Identification of the age-period-cohort model and the extended chain-ladder model
• A review and comparison of age-period-cohort models for cancer incidence
• The analysis of heterogeneous time trends in multivariate age–period–cohort models
• Modeling of Time Trends and Interactions in Vital Rates Using Restricted Regression Splines
• Fully Bayesian spline smoothing and intrinsic autoregressive priors

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