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Analyzing complex survey data
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Analyzing complex survey data

Author: Eun Sul Lee; Ron N Forthofer
Publisher: Thousand Oaks, Calif. : Sage Publications, ©2006.
Series: Sage university papers series., Quantitative applications in the social sciences ;, no. 07-71.
Edition/Format: Book : English : 2nd edView all editions and formats
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Eun Sul Lee; Ron N Forthofer
ISBN: 0761930388 9780761930389
OCLC Number: 59002567
Description: vii, 91 p. ; 22 cm.
Contents: Introduction -- Sample design and survey data -- Types of sampling -- The nature of survey data -- A different view of survey data -- Complexity of analyzing survey data -- Adjusting for differential representation: the weight -- Developing the weight by poststratification -- Adjusting the weight in a followup survey -- Assessing the loss or gain in precision: the design effect -- The use of sample weights for survey data analysis -- Strategies for variance estimation -- Replicated sampling: a general approach -- Balanced repeated replication -- Jackknife repeated replication -- The bootstrap method -- The Taylor series method (linearization) -- Preparing for survey data analysis -- Data requirements for survey analysis -- Importance of preliminary analysis -- Choices of the method for variance estimation -- Available computing resources -- Creating replicate weights -- Searching for appropriate models for survey data analysis -- Conducting survey data analysis -- A strategy for conducting preliminary analysis -- Conducting descriptive analysis -- Conducting linear regression analysis -- Conducting contingency table analysis -- Conducting logistic regression analysis -- Other logistic regression models -- Design-based and model-based analysis* -- Concluding remarks.
Series Title: Sage university papers series., Quantitative applications in the social sciences ;, no. 07-71.
Responsibility: Eun Sul Lee, Ronald N. Forthofer.
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