Modern Methods for Epidemiology

Modern Methods for Epidemiology


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Product Details

ISBN-13: 9789400794061
Publisher: Springer Netherlands
Publication date: 04/16/2014
Edition description: 2012
Pages: 316
Product dimensions: 6.10(w) x 9.25(h) x 0.04(d)

Table of Contents

Preface.-1 Confounding and Causal path diagrams.-2 Statistical modelling of partially observed data using multiple imputation: principles and practice.-3 Measurement errors in epidemiology.-4 Selection bias in epidemiologic studies.-5 Multilevel modelling.-6 Modelling data that exhibit an excess number of zeros: zero-inflated models and generic mixture models.-7 Multilevel latent class modelling.-8 Bayesian bivariate disease mapping.-9 A multivariate random frailty effects model for multiple spatially dependent survival data.-10 Meta-analysis of observational studies.-11 Directed acyclic graphs and structural equation modelling.-12 Latent growth curve models.-13 Growth mixture modelling for life course epidemiology.-14 G-estimations.-15 Generalised additive models.-16 Regression and classification trees.-17 Statistical interactions and gene-environment joint effects. Index.

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