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Analyzing complex survey data

Eun Sul Lee Ron N Forthofer 1944-

Thousand Oaks, Calif. Sage Publications c2006

Localização: FSP - Faculdade de Saúde Pública    (519.5 29 n.71 - 2.ed. )(Acessar)

  • Título:
    Analyzing complex survey data
  • Autor: Eun Sul Lee
  • Ron N Forthofer 1944-
  • Assuntos: Mathematical statistics; Social surveys -- Statistical methods; ESTATÍSTICA; COLETA DE DADOS (ESTATÍSTICAS E DADOS NUMÉRICOS); CIÊNCIAS SOCIAIS
  • Notas: Includes bibliographical references (p. 83-87) and index.
  • Descrição: 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.
  • Títulos relacionados: Série:Sage university papers series Quantitative applications in the social sciences no. 07-71.
  • Editor: Thousand Oaks, Calif. Sage Publications
  • Data de criação/publicação: c2006
  • Formato: vii, 91 p. 22 cm.
  • Idioma: Inglês
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  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

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