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Bayesian Inference of Finite Population Quantiles for Skewed Survey Data Using Skew-Normal Penalized Spline Regression

Skewed data are common in sample surveys. In probability proportional to size sampling, we propose two Bayesian model-based predictive methods for estimating finite population quantiles with skewed sample survey data. We assume the survey outcome to follow a skew-normal distribution given the probab...

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Podrobná bibliografie
Vydáno v:J Surv Stat Methodol
Hlavní autoři: Liu, Yutao, Chen, Qixuan
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7473425/
https://ncbi.nlm.nih.gov/pubmed/32923492
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jssam/smz016
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