Interactive Linear Models in the Context of Two-Stage Sampling

We study an interactive linear model that incorporates investigator and/or supervisor interventions in the context of a two-stage sampling design. We obtain an unbiased estimator of the finite population total and derive an unbiased estimator of its variance. Our method builds on Sinha and Maiti (20...

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Autor Principal: Pulakesh Maiti
Formato: Artigo
Idioma:Inglês
Publicado: Springer 2017-11-01
Series:Journal of Statistical Theory and Applications (JSTA)
Assuntos:
Finite population inference; Horvitz-Thompson estimator; Two-stage sampling design; SRSWOR; Investigator intervention; Supervisor intervention; Linear model; Variance components
Blinded submission; Unblinded submission
Acceso en liña:https://www.atlantis-press.com/article/25887936.pdf
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