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@tonyfischetti I like the chapter on GAMs by @CaptainDoone in this book https://t.co/VK1PiX7dps. Maybe he has a pre-print he can share?
Modern Methods for Epidemiology
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Confounding and Causal Path Diagrams
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Altmetric BadgeChapter 2 Statistical Modelling of Partially Observed Data Using Multiple Imputation: Principles and Practice
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Altmetric BadgeChapter 3 Measurement Errors in Epidemiology
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Altmetric BadgeChapter 4 Selection Bias in Epidemiologic Studies
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Altmetric BadgeChapter 5 Multilevel Modelling
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Altmetric BadgeChapter 6 Modelling Data That Exhibit an Excess Number of Zeros: Zero-Inflated Models and Generic Mixture Models
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Altmetric BadgeChapter 7 Multilevel Latent Class Modelling
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Altmetric BadgeChapter 8 Bayesian Bivariate Disease Mapping
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Altmetric BadgeChapter 9 A Multivariate Random Frailty Effects Model for Multiple Spatially Dependent Survival Data
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Altmetric BadgeChapter 10 Meta-analysis of Observational Studies
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Altmetric BadgeChapter 11 Directed Acyclic Graphs and Structural Equation Modelling
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Altmetric BadgeChapter 12 Latent Growth Curve Models
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Altmetric BadgeChapter 13 Growth Mixture Modelling for Life Course Epidemiology
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Altmetric BadgeChapter 14 G-estimation for Accelerated Failure Time Models
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Altmetric BadgeChapter 15 Generalised Additive Models
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Altmetric BadgeChapter 16 Regression and Classification Trees
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Altmetric BadgeChapter 17 Statistical Interactions and Gene-Environment Joint Effects