An exact polynomial time algorithm for computing the least trimmed squares estimate

Karel Klouda

Type: Article

Publication Date: 2014-11-08

Citations: 6

DOI: https://doi.org/10.1016/j.csda.2014.11.001

View Publication

Download PDF

Locations

Computational Statistics & Data Analysis - View
arXiv (Cornell University) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+ PDF Chat	On the Least Trimmed Squares Estimator	2012	David M. Mount Nathan S. Netanyahu Christine Piatko Ruth Silverman Angela Y. Wu
+	Exact computation of the least trimmed squares estimate in simple linear regression	1995	Ola Hössjer
+	An algorithm for computing exact least-trimmed squares estimate of simple linear regression with constraints	2004	Lei M. Li
+	An algorithm for computing exact least-trimmed squares estimate of simple linear regression with constraints	2004	L LI
+	The feasible solution algorithm for least trimmed squares regression	1994	Douglas M. Hawkins
+	New algorithms for computing the least trimmed squares regression estimator	2001	José Julio Espina Agulló
+	A random Least Trimmed Squares identification algorithm	2004	Er-Wei Bai
+	Corrigenda: Trimmed Least Squares Estimation in the Linear Model	1982	David Ruppert Raymond J. Carroll
+	Optimal approximation and the method of least squares	1981	Franz-Jürgen Delvos Walter Schempp
+	The BAB algorithm for computing the total least trimmed squares estimator	2020	Zhipeng Lv Lifen Sui
+	Least-Trimmed Square	2008
+	Theory for Least Squares Approximation	2007
+	Robust regression by trimmed least-squares estimation	1978	David Ruppert Raymond J. Carroll
+	Review of linear least squares computations	1991	John Herman Randall
+	Least-squares approximation	2009	Desanka P. Radunović
+	Least trimmed squares regression, least median squares regression, and mathematical programming	2002	Avi Giloni Manfred Padberg
+	LEAST SQUARE APPROXIMATIONS	1965	I. S. Berezin N.P. ZHIDKOV
+ PDF Chat	Applications and algorithms for least trimmed sum of absolute deviations regression	1999	Douglas M. Hawkins David J. Olive
+	A random least-trimmed-squares identification algorithm	2003	Er‐Wei Bai
+	The Theory of Least Squares	1907	W. F. King

Works That Cite This (4)

Action	Title	Year	Authors
+ PDF Chat	Large Sample Behavior of the Least Trimmed Squares Estimator	2024	Yijun Zuo
+	Finite Sample Breakdown Point of the Minimum Volume Ellipsoid Estimator in Extended General Position of Sample	2023	Yong Min Im Un Chol Han
+	Trimmed estimator for circular–circular regression: breakdown properties and an exact algorithm for computation	2022	Jayant Jha Atanu Biswas Tsung‐Chi Cheng
+ PDF Chat	Robust detection of non-overlapping ellipses from points with applications to circular target extraction in images and cylinder detection in point clouds	2021	Reza Maalek Derek D. Lichti

Works Cited by This (13)

Action	Title	Year	Authors
+	The feasible solution algorithm for least trimmed squares regression	1994	Douglas M. Hawkins
+	The lower bound method in probit regression	1999	Dankmar Böhning
+	Matrix strategies for computing the least trimmed squares estimation of the general linear and SUR models	2010	Marc Hofmann Erricos John Kontoghiorghes
+	New algorithms for computing the least trimmed squares regression estimator	2001	José Julio Espina Agulló
+	An Exact Least Trimmed Squares Algorithm for a Range of Coverage Values	2010	Marc Hofmann Cristian Gatu Erricos John Kontoghiorghes
+	Exact computation of the least trimmed squares estimate in simple linear regression	1995	Ola Hössjer
+ PDF Chat	Applications and algorithms for least trimmed sum of absolute deviations regression	1999	Douglas M. Hawkins David J. Olive
+	Robust Regression and Outlier Detection	1989	Gregory F. Piepel Peter J. Rousseeuw Annick M. Leroy
+	Least Median of Squares Regression	1984	Peter J. Rousseeuw
+	The least trimmed squares. Part I: Consistency	2006	Jan Ámos Vı́šek