Modifying maximum likelihood test for solving singularity and outlier problems in high dimensional cases
The maximum likelihood (ML) test in the structural covariance analysis is an effective tool in statistical analysis of multivariate test. However, the performance of the classical location and scatter estimators is usually flawed by singularity and outliers’ problems in high dimensional data sets....
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| フォーマット: | 学位論文 |
| 言語: | 英語 英語 英語 |
| 出版事項: |
2021
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| オンライン･アクセス: | https://etd.uum.edu.my/9512/1/depositpermission-not%20allow_s901078.pdf https://etd.uum.edu.my/9512/2/s901078_01.pdf https://etd.uum.edu.my/9512/3/s901078_02.pdf |