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Asymptotic Distribution of the Correlation Matrix in a Monotone Incomplete Sample

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摘要 Data with missing values are often obtained using multivariate statistical analyses.It is crucial to study how to estimate parameters and test hypotheses using such data.There exists a step monotone incomplete sample as a simple model of data,which includes such missing values.In this study,we derive the asymptotic distribution of the estimator for the correlation matrix and propose a hypothesis testing method for it in a three-step monotone incomplete sample.Further,we investigate the accuracy of our results by numerical simulation.
机构地区 School of Education
出处 《Communications in Mathematics and Statistics》 2025年第5期1285-1311,共27页 数学与统计通讯(英文)
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