Ebook: Robust regression and outlier detection
Author: Rousseeuw Peter J., Leroy Annick M
- Genre: Mathematics // Probability
- Tags: Least squares., Outliers (Statistics), Regression analysis., Mathematics., Physical Sciences & Mathematics., Mathematical Statistics.
- Year: 1987
- Publisher: John Wiley & Sons
- City: Hoboken
- Language: English
- djvu
Provides an applications-oriented introduction to robust regression and outlier detection, emphasising °high-breakdown° methods which can cope with a sizeable fraction of contamination. Its self-contained treatment allows readers to skip the mathematical material which is concentrated in a few sections.
Abstract: Provides an applications-oriented introduction to robust regression and outlier detection, emphasising °high-breakdown° methods which can cope with a sizeable fraction of contamination. Its self-contained treatment allows readers to skip the mathematical material which is concentrated in a few sections