Robust regression and outlier detection
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
Electronic books
1 online resource (xiv, 329 pages) : illustrations
9780471725381, 9780471725374, 9781280253034, 9786610253036, 0471725382, 0471725374, 1280253037, 661025303X
219924217
Simple regression
Multiple regression
The special case of one-dimensional location
Algorithms
Outlier diagnostics
Related statistical techniques
References
Index
Includes index
English