Outlier detection and robust covariance estimation using mathematical programming
| Year of publication: |
2010
|
|---|---|
| Authors: | Nguyen, Tri-Dzung ; Welsch, Roy |
| Published in: |
Advances in Data Analysis and Classification. - Springer. - Vol. 4.2010, 4, p. 301-334
|
| Publisher: |
Springer |
| Subject: | Covariance matrix estimation | Robust statistics | Outlier detection | Optimization | Semi-definite programming | Newton–Raphson method | 62-07 (Statistics-Data analysis) | 90-08 (Operations Research-Computational methods) |
-
Mahalanobis distances on factor model based estimation
Dai, Deliang, (2020)
-
Mahalanobis distances on factor model based estimation
Dai, Deliang, (2020)
-
A distributionally robust optimization approach for two-stage facility location problems
Gourtani, Arash, (2020)
- More ...
-
Estimation for dirty data and flawed models
Krasker, William S., (1992)
-
Applications of bounded-influence and diagnostic methods in energy modeling
Swartz, Stephen, (1986)
-
Regression diagnostics : identifying influential data and sources of collinearity
Belsley, David A., (1980)
- More ...