Sampling weights in multilevel modelling: an investigation using PISA sampling structures

Sampling weights in multilevel modelling: an investigation using PISA sampling structures

Abstract Background Standard methods for analysing data from large-scale assessments (LSA) cannot merely be adopted if hierarchical (or multilevel) regression modelling should be applied. Currently various approaches exist; they all follow generally a design-based model of estimation using the pseud...

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Bibliographic Details
Main Authors: Julia Mang, Helmut Küchenhoff, Sabine Meinck, Manfred Prenzel
Format: Article
Language:English
Published: SpringerOpen 2021-03-01
Series:Large-scale Assessments in Education
Subjects:
Sampling weights
Hierarchical models (HLM)
Multilevel models (MLM)
Programme for International Student Assessment (PISA)
Large-scale assessment (LSA)
Scaling of sampling weights
Online Access:https://doi.org/10.1186/s40536-021-00099-0

Internet

https://doi.org/10.1186/s40536-021-00099-0

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