64th ISI World Statistics Congress - Ottawa, Canada

64th ISI World Statistics Congress - Ottawa, Canada

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Inference under Informative Sample Designs

Organiser

EB
Emily Berg

Participants

  • EB
    Emily Berg     (Chair)

  • YC
    Yanghyeon Cho     (Presenter/Speaker)
  • Alternative Mean Square Error Estimators and Confidence Intervals for Prediction of Nonlinear Small Area Parameters

  • KM
    Dr Kosuke Morikawa     (Presenter/Speaker)
  • Semiparametric adaptive estimation under informative sampling

  • ZZ
    Prof. Zhengyuan Zhu     (Presenter/Speaker)
  • Mixed Graphical Model for surveys Under Informative Design

  • AE
    Dr Abdulhakeem Eideh     (Presenter/Speaker)
  • Small Area Estimation of General Parameter under informative sampling between areas and nonignorable nonresponse within areas

    • Conference

    64th ISI World Statistics Congress - Ottawa, Canada

    Category: International Association of Survey Statisticians (IASS)

    Abstract

    Model-based analyses of survey data are crucial for analytic inference and small area estimation. When the selection probability and the response variable are dependent, after conditioning on model covariates, the design is informative for the model. Ignoring an informative design can render invalid inferences. This session offers innovative methods for small area estimation and analytic inference in the presence of an informative design.

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