Robust surface estimation in multi-response multistage statistical optimization problems
| Autor: | Amir Moslemi, Seyed Taghi Akhavan Niaki, Mirmehdi Seyyed-Esfahani |
|---|---|
| Rok vydání: | 2017 |
| Předmět: |
Statistics and Probability
Estimation Surface (mathematics) 0209 industrial biotechnology Optimization problem 02 engineering and technology 01 natural sciences Robust regression 010104 statistics & probability Multi response 020901 industrial engineering & automation Modeling and Simulation Outlier Statistics Ordinary least squares 0101 mathematics Mathematics |
| Zdroj: | Communications in Statistics - Simulation and Computation. 47:762-782 |
| ISSN: | 1532-4141 0361-0918 |
| DOI: | 10.1080/03610918.2017.1291963 |
| Popis: | As the ordinary least squares (OLS) method is very sensitive to outliers as well as to correlated responses, a robust coefficient estimation method is proposed in this paper for multi-response surf... |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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