Applied survey data analysis

Autor: Heeringa Steven
Rok: ©2010
ISBN: 9781420080667
OKCZID: 111097225

Citace (dle ČSN ISO 690):
HEERINGA, Steven. Applied survey data analysis. New York: CRC Press, [2010]. xix, 467 stran. Chapman & Hall/CRC statistics in the social and behavioral sciences series.

Anotace

Taking a practical approach that draws on the authors’ extensive teaching, consulting, and research experiences, Applied Survey Data Analysis provides an intermediate-level statistical overview of the analysis of complex sample survey data. It emphasizes methods and worked examples using available software procedures while reinforcing the principles and theory that underlie those methods. After introducing a step-by-step process for approaching a survey analysis problem, the book presents the fundamental features of complex sample designs and shows how to integrate design characteristics into the statistical methods and software for survey estimation and inference. The authors then focus on the methods and models used in analyzing continuous, categorical, and count-dependent variables; event history; and missing data problems. Some of the techniques discussed include univariate descriptive and simple bivariate analyses, the linear regression model, generalized linear regression modeling methods, the Cox proportional hazards model, discrete time models, and the multiple imputation analysis method. The final chapter covers new developments in survey applications of advanced statistical techniques, including model-based analysis approaches.

Zdroj anotace: OKCZ - ANOTACE Z WEBU

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