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Analyzing complex survey data /
~
Forthofer, Ron N., (1944-)
Analyzing complex survey data /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Analyzing complex survey data /Eun Sul Lee, Ronald N. Forthofer.
作者:
Lee, Eun Sul.
其他作者:
Forthofer, Ron N.,
出版者:
Thousand Oaks, Calif. :Sage Publications,c2006.
面頁冊數:
vii, 91 p. ;22 cm.
標題:
Mathematical statistics.
電子資源:
http://www.loc.gov/catdir/toc/ecip0510/2005009612.html
電子資源:
http://www.loc.gov/catdir/enhancements/fy0657/2005009612-d.html
ISBN:
9780761930389 (pbk.)
Analyzing complex survey data /
Lee, Eun Sul.
Analyzing complex survey data /
Eun Sul Lee, Ronald N. Forthofer. - 2nd ed. - Thousand Oaks, Calif. :Sage Publications,c2006. - vii, 91 p. ;22 cm. - Quantitative applications in the social sciences ;no. 07-071. - Sage university papers series.Quantitative applications in the social sciences ;no. 07-148..
Includes bibliographical references (p. 83-87) and index.
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.
ISBN: 9780761930389 (pbk.)
LCCN: 2005009612Subjects--Topical Terms:
181877
Mathematical statistics.
LC Class. No.: QA276 / .L3394 2006
Dewey Class. No.: 001.4/22
Analyzing complex survey data /
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Analyzing complex survey data /
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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.
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