Age, Period and Cohort Effects: Statistical Analysis and the Identification Problem

ISBN-13: 9780367174422 / Angielski / Twarda / 2020 / 238 str.

Andrew Bell

Opis

This book is key reference material for researchers wanting to know how to appropriately deal with Age-Period-Cohort issues in their statistical modelling.

Spis treści

Chapter 1. Introduction to Age, Period and Cohort Effects  Chapter 2. The Pros and Cons of Constraining Variables  Chapter 3. Multilevel Models for Age-Period-Cohort Analysis  Chapter 4. The Lexis Surface: A Tool and Workflow for Better Reasoning about Population Data  Chapter 5. Detecting the ‘Black Hole’ of Age-Period Excess Mortality in 25 Countries: Age-Period-Cohort Residual Analysis  Chapter 6. Learning from Age-Period-Cohort Data: Bounds, Mechanisms, and 2D-APC Graphs  Chapter 7. Assessing Factors that Contribute to Age, Period and Cohort Trends  Chapter 8. Bayesian Age-Period-Cohort Models  Chapter 9. Age-Period-Cohort Analysis: What is it Good For?  Chapter 10. The Line of Solutions and Understanding Age-Period-Cohort Models

O autorze

Andrew Bell is a senior lecturer in Quantitative Social Sciences at the Sheffield Methods Institute, University of Sheffield, UK.