Search by keyword: "MCD estimate"
Study of the Principal Components Method Modifications Resistance to Abnormal Observations
| Authors: Goryainov V.B., Goryainova E.R. | Published: 22.05.2023 |
| Published in issue: #2(107)/2023 | |
| DOI: 10.18698/1812-3368-2023-2-17-34 | |
| Category: Mathematics and Mechanics | Chapter: Computational Mathematics | |
| Keywords: principal components method, correlation matrix robust evaluation, MCD estimate, Gnanadesikan --- Ketenring estimate, Olive --- Hawkins estimate, Tukey distribution, bimodal distribution | |
Comparative Analysis of Robust Modification Quality for Principal Component Analysis to Perform Correlated Data Compression
| Authors: Goryainov V.B., Goryainova E.R. | Published: 23.06.2021 |
| Published in issue: #3(96)/2021 | |
| DOI: 10.18698/1812-3368-2021-3-23-45 | |
| Category: Mathematics and Mechanics | Chapter: Computational Mathematics | |
| Keywords: robust principal component analysis, MCD estimate, Gnanadesikan --- Kettenring estimate, Olive --- Hawkins estimate | |