Handbook of Statistical Methods for Case-C...

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Beschreibung

Handbook of Statistical Methods for Case-Control Studies is written by leading researchers in the field. It provides an in-depth treatment of up-to-date and currently developing statistical methods for the design and analysis of case-control studies, as well as a review of classical principles and methods. The handbook is designed to serve as a reference text for biostatisticians and quantitatively-oriented epidemiologists who are working on the design and analysis of case-control studies or on related statistical methods research. Though not specifically intended as a textbook, it may also be used as a backup reference text for graduate level courses.

Book Sections:

Classical designs and causal inference, measurement error, power, and small-sample inference
Designs that use full-cohort information

Time-to-event data

Genetic epidemiology

Book Sections:

Classical designs and causal inference, measurement error, power, and small-sample inference
Designs that use full-cohort information

Time-to-event data

Genetic epidemiology

Inhaltsverzeichnis

Introduction. Introduction. Origins. Classical Case-Control Studies. Design issues in case-control studies. Basic concepts and methods of analysis. Matched samples. Beyond logistic regression. Small sample methods. Multiple case or control groups. Power and sample size. Causal inference. Misclassification and measurement error. Analysis of secondary phenotype under case-control design. Sampling from a Defined Cohort. Two and three (or multi) phase sampling designs. Calibration and estimation of sampling weights. Maximum likelihood. Re-use of case-control samples. Misspecification. Case-control studies with complex sampling. Cohort sampling for time to event data. Case-cohort designs and analyses. Design options and partial likelihood analyses of nested case-control data. Inverse probability weighting in nested case-control studies. Multiple imputation. Maximum likelihood. Self controlled case series. Genetic Epidemiology. Basic design and association analysis of population-based case-control studies. Analysis of gene-environment interactions. Screening methods for detecting genetic association and interactions under case-control design. Analysis of family-based case-control studies. Fitting mixed model to case-control genome-wide association studies. Analysis of secondary phenotype under case-control design.

Details

Medium:	Taschenbuch
ISBN-13:	9780367571375
ISBN-10:	0367571374
Sprache:	Englisch
Redaktion:	Borgan, Ørnulf Breslow, Norman Chatterjee, Nilanjan Gail, Mitchell H. Scott, Alastair Wild, Chris J.
Hersteller:	Taylor & Francis Chapman and Hall/CRC
Verantwortliche Person für die EU:	preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße:	29 x 178 x 254 mm
Von/Mit:	Ørnulf Borgan (u. a.)
Erscheinungsdatum:	30.06.2020
Gewicht:	1,02 kg

Artikel-ID: 131008294

Inhaltsverzeichnis

Details

Medium:	Taschenbuch
ISBN-13:	9780367571375
ISBN-10:	0367571374
Sprache:	Englisch
Redaktion:	Borgan, Ørnulf Breslow, Norman Chatterjee, Nilanjan Gail, Mitchell H. Scott, Alastair Wild, Chris J.
Hersteller:	Taylor & Francis Chapman and Hall/CRC
Verantwortliche Person für die EU:	preigu, Ansas Meyer, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße:	29 x 178 x 254 mm
Von/Mit:	Ørnulf Borgan (u. a.)
Erscheinungsdatum:	30.06.2020
Gewicht:	1,02 kg