The Properties of Case-Weight Model when the Row and Column of Design Matrix Simultaneous Mitted

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Abstract:

This paper studies that the properties of case-weighted model when simultaneous omission of the ith row and the jth column of design matrix X. In other words, basing on case-weighted model, this article obtains the relation of total-data model and select-mean-shift outlier model about regression coefficient, leverage and potency.

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4751-4754

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October 2012

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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[1] Wei Bocheng, Lin Jinguan, Jie Fengchang. Statistical Diagnostics (In Chinese). Beijing: Higher Education Press.(2009).

Google Scholar

[2] Samprit Chatterjee, ALS S.HADI.Sensitivity Analysis in Linear Regression. John Wiley & Sons.(1988).

Google Scholar

[3] Jennifer Hoeting, Adrian E. Raftery, David Madigan. Computational Statistics & Data Analysis 22 (1996) 251-270.

DOI: 10.1016/0167-9473(95)00053-4

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