T. A. Sajesh

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All published works

Action	Title	Year	Authors
+	Comparing Ridge Regression Estimators: Exploring Both New and Old Methods	2025	R. Lakshmi T. A. Sajesh
+	A robust distance-based approach for detecting multidimensional outliers	2024	R. Lakshmi T. A. Sajesh
+	A robust method for canonical correlation analysis	2024	T. A. Sajesh
+	Bivariate robust control charts for individual observations	2024	S. Vijayalakshmi Nicy Sebastian T. A. Sajesh
+	Enhancing Multivariate Control Charts for Individual Observations Using ROC Estimates	2023	S. Vijayalakshmi Nicy Sebastian T. A. Sajesh
+	Robust quadratic discriminant analysis using <i>S<sub>n</sub></i> covariance	2021	O. K. Sajana T. A. Sajesh
+	Multidimensional outlier detection and robust estimation using <i>S<sub>n</sub></i> covariance	2020	Sajana O. Kunjunni T. A. Sajesh
+	<i>S<sub>n</sub></i> covariance	2019	Sajana O. Kunjunni T. A. Sajesh
+	Detection of Multidimensional Outlier Using Multivariate Spatial Median	2018	Sajana O. K T. A. Sajesh
+ PDF Chat	Empirical Robust Multivariate Regression Parameter Estimation Using Median Approach	2018	O. K. Sajana T. A. Sajesh
+ PDF Chat	An Overview of Multiple Outliers in Multidimensional Data	2013	T. A. Sajesh M. R. Srinivasan
+	Outlier detection for high dimensional data using the Comedian approach	2011	T. A. Sajesh M. R. Srinivasan
+ PDF Chat	Detection of Multidimensional Outliers using Biplot Analysis	2008	T. A. Sajesh M. R. Srinivasan

Common Coauthors

Coauthor	Papers Together
M. R. Srinivasan	3
R. Lakshmi	2
S. Vijayalakshmi	2
O. K. Sajana	2
Sajana O. Kunjunni	2
Nicy Sebastian	2
Sajana O. K	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Robust Estimates of Location and Dispersion for High-Dimensional Datasets	2002	Ricardo A. Maronna Ruben H. Zamar	8
+	Outlier detection for high dimensional data using the Comedian approach	2011	T. A. Sajesh M. R. Srinivasan	6
+	On Mad and Comedians	1997	Michael Falk	5
+ PDF Chat	Multivariate Outlier Detection and Robust Covariance Matrix Estimation	2001	Daniel Peña Francisco J. Prieto	5
+	Limit theorems for the median deviation	1985	Peter A. Hall A. H. Welsh	5
+ PDF Chat	Breakdown Points of Affine Equivariant Estimators of Multivariate Location and Covariance Matrices	1991	Hendrik P. Lopuhaä Peter J. Rousseeuw	5
+	Robust Estimates, Residuals, and Outlier Detection with Multiresponse Data	1972	R. Gnanadesikan J. R. Kettenring	4
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	4
+ PDF Chat	Robust $M$-Estimators of Multivariate Location and Scatter	1976	Ricardo A. Maronna	4
+	The Behavior of the Stahel-Donoho Robust Multivariate Estimator	1995	Ricardo A. Maronna Vı́ctor J. Yohai	4
+	Alternatives to the Median Absolute Deviation	1993	Peter J. Rousseeuw Christophe Croux	3
+	Fast Very Robust Methods for the Detection of Multiple Outliers	1994	Anthony C. Atkinson	3
+	Robust Estimation of Dispersion Matrices and Principal Components	1981	Susan J. Devlin R. Gnanadesikan J. R. Kettenring	3
+	Identifying Multiple Outliers in Multivariate Data	1992	Ali S. Hadi	3
+	Multivariate Estimation with High Breakdown Point	1985	Peter J. Rousseeuw	3
+	Unmasking Multivariate Outliers and Leverage Points	1990	Peter J. Rousseeuw Bert C. van Zomeren	3
+ PDF Chat	Identification of Outliers in Multivariate Data	1996	David M. Rocke David L. Woodruff	3
+	A Fast Algorithm for the Minimum Covariance Determinant Estimator	1999	Peter J. Rousseeuw Katrien Van Driessen	3
+	Robust Statistics	1981	Peter J. Huber	2
+	THE MULTIVARIATE SHORT-RUN SNAPSHOT Q CHART	2001	Charles P. Quesenberry	2
+	BACON: blocked adaptive computationally efficient outlier nominators	2000	Nedret Billor Ali S. Hadi Paul F. Velleman	2
+	<i>S<sub>n</sub></i> covariance	2019	Sajana O. Kunjunni T. A. Sajesh	2
+	Robust Estimation in Multivariate Control Charts for Individual Observations	2003	N José Alberto Vargas	2
+	<i>Outliers in Statistical Data</i>	1979	V. Barnett T. Lewis Francine Abeles	2
+ PDF Chat	High breakdown estimation methods for Phase I multivariate control charts	2006	Willis A. Jensen Jeffrey B. Birch William H. Woodall	2
+	A Multivariate Robust Control Chart for Individual Observations	2009	Shojaeddin Chenouri Stefan H. Steiner Asokan Mulayath Variyath	2
+	Multidimensional outlier detection and robust estimation using <i>S<sub>n</sub></i> covariance	2020	Sajana O. Kunjunni T. A. Sajesh	2
+	A comparison of robust alternatives to Hotelling’s<i>T</i><sup>2</sup>control chart	2009	José Luis Alfaro Navarro Juan Fco. Ortega	2
+	A robust Hotelling test	2002	Gert Willems Greet Pison Peter J. Rousseeuw Stefan Van Aelst	2
+ PDF Chat	Robustness properties of S-estimators of multivariate location and shape in high dimension	1996	David M. Rocke	2
+	Detecting multivariate outliers: Use a robust variant of the Mahalanobis distance	2017	Christophe Leys Olivier Klein Yves Dominicy Christophe Ley	2
+	Multivariate outlier detection based on a robust Mahalanobis distance with shrinkage estimators	2019	Elisa Cabana Rosa E. Lillo Henry Laniado	2
+	Time-Efficient Algorithms for Two Highly Robust Estimators of Scale	1992	Christophe Croux Peter J. Rousseeuw	2
+	Robust Statistics: The Approach Based on Influence Functions	1987	David Ruppert Frank R. Hampel Elvezio Ronchetti Peter J. Rousseeuw Werner A. Stahel	2
+	Outliers in Statistical Data.	1995	Anthony C. Atkinson V. Barnett T. Lewis	2
+	Computation of robust estimates of multivariate location and shape	1993	David M. Rocke David L. Woodruff	2
+ PDF Chat	On the Relation between $S$-Estimators and $M$-Estimators of Multivariate Location and Covariance	1989	Hendrik P. Lopuhaä	2
+	Transformation of non positive semidefinite correlation matrices	1993	Peter J. Rousseeuw Geert Molenberghs	2
+	Robust Procedures in Multivariate Analysis I: Robust Covariance Estimation	1980	N. A. Campbell	2
+	Outliers in Statistical Data.	1995	N. Balakrishnan V. Barnett T. Lewis	2
+	On Some Ridge Regression Estimators: An Empirical Comparisons	2009	Gisela Muniz B. M. Golam Kibria	1
+	Detection of Influential Observation in Linear Regression	2000	R. Dennis Cook	1
+	Influence in canonical correlation analysis	1992	Mario Romanazzi	1
+	Outlier detection in linear models: a comparative study in simple linear regression	1986	Uditha Balasooriya Ying Kei Tse	1
+	Efficiency in normal samples and tolerance of extreme values for some estimates of location	1967	J. L. Hodges	1
+	An empirical comparison of some statistics for identifying outliers and influential observations in linear regression models	1987	Uditha Balasooriya Yi-Kei Tse Y. S. Liew	1
+	Multivariate outliers and decompositions of mahalanobis distance	2000	Myung Geun Kim	1
+	A Simple Univariate Outlier Identification Procedure Designed for Large Samples	2007	Sharmila Banerjee Boris Iglewicz	1
+	Computable Robust Estimation of Multivariate Location and Shape in High Dimension Using Compound Estimators	1994	David L. Woodruff David M. Rocke	1
+	Exploring process data with the use of robust outlier detection algorithms	2003	Leo H. Chiang Randy J. Pell Mary Beth Seasholtz	1