Robust Regression

2006 Wiley series in probability and statistics 37 citations

Abstract

This chapter contains sections titled: Why Robust Regression? M-Estimators and W-Estimators for Regression Computation Example: The Stack Loss Data Bounded-Influence Regression Some Alternative Methods Summary

Keywords

RegressionStatisticsComputer scienceEconometricsMathematics

Related Publications

Robust Estimation of a Location Parameter

This paper contains a new approach toward a theory of robust estimation; it treats in detail the asymptotic theory of estimating a location parameter for contaminated normal dis...

1964 The Annals of Mathematical Statistics 6618 citations

Publication Info

Year
2006
Type
other
Pages
281-343
Citations
37
Access
Closed

Social Impact

Altmetric
PlumX Metrics

Social media, news, blog, policy document mentions

Citation Metrics

37
OpenAlex
0
Influential
37
CrossRef

Cite This

Guoying Li (2006). Robust Regression. Wiley series in probability and statistics , 281-343. https://doi.org/10.1002/9781118150702.ch8

Identifiers

DOI
10.1002/9781118150702.ch8

Data Quality

Data completeness: 77%