Analyzing complex survey data / Eun Sul Lee, Ronald N. Forthofer.
| Author/creator | Lee, Eun Sul |
| Other author | Forthofer, Ron N., 1944- |
| Format | Electronic |
| Edition | 2nd ed. |
| Publication Info | Thousand Oaks, Calif. : Sage Publications, |
| Description | vii, 91 p. ; 22 cm. |
| Supplemental Content | Full text available from SAGE Research Methods Core |
| Subjects |
| Series | Quantitative applications in the social sciences ; no. 07-071 Sage university papers series. Quantitative applications in the social sciences ; no. 07-71. UNAUTHORIZED |
| 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. |
| Bibliography note | Includes bibliographical references (p. 83-87) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2005009612 |
| ISBN | 0761930388 (pbk. : alk. paper) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |