Modern Methods for Epidemiology
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.
Erscheint lt. Verlag | 18.3.2012 |
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Zusatzinfo | XII, 316 p. |
Verlagsort | Dordrecht |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Medizin / Pharmazie ► Medizinische Fachgebiete ► Onkologie |
Studium ► Querschnittsbereiche ► Epidemiologie / Med. Biometrie | |
Naturwissenschaften ► Biologie | |
Schlagworte | Bayesian analysis • Biostatistics • Directed acyclic graphs • epidemiological methods • Latent variable modelling |
ISBN-10 | 94-007-3023-3 / 9400730233 |
ISBN-13 | 978-94-007-3023-6 / 9789400730236 |
Zustand | Neuware |
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