Anil K. Ghosh

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All published works

Action	Title	Year	Authors
+ PDF Chat	Classification using global and local Mahalanobis distances	2025	Annesha Ghosh Anil K. Ghosh Rita SahaRay Soham Sarkar
+ PDF Chat	Exact distribution-free tests of spherical symmetry applicable to high dimensional data	2024	Bilol Banerjee Anil K. Ghosh
+ PDF Chat	A Ball Divergence Based Measure For Conditional Independence Testing	2024	Bilol Banerjee Bhaswar B. Bhattacharya Anil K. Ghosh
+ PDF Chat	Some clustering-based change-point detection methods applicable to high dimension, low sample size data	2024	Trisha Dawn Angshuman Roy Alokesh Manna Anil K. Ghosh
+ PDF Chat	A consistent test of spherical symmetry for multivariate and high-dimensional data via data augmentation	2024	Bilol Banerjee Anil K. Ghosh
+ PDF Chat	Classification Using Global and Local Mahalanobis Distances	2024	Annesha Ghosh Anil K. Ghosh Rita SahaRay Soham Sarkar
+ PDF Chat	On Exact Feature Screening in Ultrahigh-Dimensional Binary Classification	2023	Sarbojit Roy Soham Sarkar Subhajit Dutta Anil K. Ghosh
+	High-Dimensional Behaviour of Some Two-Sample Tests Based on Ball Divergence	2023	Bilol Banerjee Anil K. Ghosh
+	Test of independence for Hilbertian random variables	2022	Bilol Banerjee Anil K. Ghosh
+	Nearest Neighbor Classification based on Imbalanced Data: A Statistical Approach	2022	Anvit Garg Anil K. Ghosh Soham Sarkar
+	On High Dimensional Behaviour of Some Two-Sample Tests Based on Ball Divergence	2022	Bilol Banerjee Anil K. Ghosh
+ PDF Chat	Some Clustering-based Change-point Detection Methods Applicable to High Dimension, Low Sample Size Data	2021	Trisha Dawn Angshuman Roy Alokesh Manna Anil K. Ghosh
+	Some clustering-based exact distribution-free <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e7048" altimg="si501.svg"><mml:mi>k</mml:mi></mml:math>-sample tests applicable to high dimension, low sample size data	2021	Biplab Paul Shyamal K. De Anil K. Ghosh
+	Tests of mutual independence among several random vectors using univariate and multivariate ranks of nearest neighbours	2021	Angshuman Roy Kunal Das Soham Sarkar Anil K. Ghosh
+	Distribution-Free Exact High Dimensional Low Sample Size k-Sample Tests [R package HDLSSkST version 2.0.0]	2021	Biplab Paul Shyamal K. De Anil K. Ghosh
+	Some Clustering-based Change-point Detection Methods Applicable to High Dimension, Low Sample Size Data	2021	Trisha Dawn Angshuman Roy Alokesh Manna Anil K. Ghosh
+	On some consistent tests of mutual independence among several random vectors of arbitrary dimensions	2020	Angshuman Roy Soham Sarkar Anil K. Ghosh A. Goswami
+	HDLSSkST: Distribution-Free Exact High Dimensional Low Sample Size k-Sample Tests	2020	Biplab Paul Shyamal K. De Anil K. Ghosh
+ PDF Chat	Some New Copula Based Distribution-free Tests of Independence among Several Random Variables	2020	Angshuman Roy Anil K. Ghosh A. Goswami C.A. Murthy
+	Some tests of independence based on maximum mean discrepancy and ranks of nearest neighbors	2020	Angshuman Roy Anil K. Ghosh
+ PDF Chat	On some graph-based two-sample tests for high dimension, low sample size data	2019	Soham Sarkar Rahul Biswas Anil K. Ghosh
+ PDF Chat	On Perfect Clustering of High Dimension, Low Sample Size Data	2019	Soham Sarkar Anil K. Ghosh
+	On Generalizations of Some Distance Based Classifiers for HDLSS Data	2019	Sarbojit Roy Soham Sarkar Subhajit Dutta Anil K. Ghosh
+	Some New Copula Based Distribution-free Tests of Independence among Several Random Variables	2019	Angshuman Roy Anil K. Ghosh A. Goswami C.A. Murthy
+	On Generalizations of Some Distance Based Classifiers for HDLSS Data	2019	Sarbojit Roy Soham Sarkar Subhajit Dutta Anil K. Ghosh
+ PDF Chat	On high-dimensional modifications of some graph-based two-sample tests	2018	Soham Sarkar Rahul Biswas Anil K. Ghosh
+	On some high‐dimensional two‐sample tests based on averages of inter‐point distances	2018	Soham Sarkar Anil K. Ghosh
+	Some high-dimensional one-sample tests based on functions of interpoint distances	2017	Enakshi Saha Soham Sarkar Anil K. Ghosh
+	Some Multivariate Tests of Independence Based on Ranks of Nearest Neighbors	2017	Soham Sarkar Anil K. Ghosh
+	Some Multivariate Tests of Independence Based on Ranks of Nearest Neighbors	2017	Soham Sarkar Anil K. Ghosh
+	On perfect clustering of high dimensional data	2016	Soham Sarkar Anil K. Ghosh
+	Discussion	2016	Subhajit Dutta Anil K. Ghosh
+	On some exact distribution-free tests of independence between two random vectors of arbitrary dimensions	2016	Munmun Biswas Soham Sarkar Anil K. Ghosh
+	High dimensional nearest neighbor classification based on mean absolute differences of inter-point distances	2016	A. Pal Pronoy Kanti Mondal Anil K. Ghosh
+	On Affine Invariant $L_p$ Depth Classifiers based on an Adaptive Choice of $p$	2016	Subhajit Dutta Anil K. Ghosh
+	Distribution-free high-dimensional two-sample tests based on discriminating hyperplanes	2015	Anil K. Ghosh Munmun Biswas
+	On high dimensional two-sample tests based on nearest neighbors	2015	Pronoy Kanti Mondal Munmun Biswas Anil K. Ghosh
+	Multi-scale Classification using Localized Spatial Depth	2015	Subhajit Dutta Anil K. Ghosh
+ PDF Chat	On some transformations of high dimension, low sample size data for nearest neighbor classification	2015	Subhajit Dutta Anil K. Ghosh
+	Multi-scale Classification using Localized Spatial Depth	2015	Subhajit Dutta Soham Sarkar Anil K. Ghosh
+	A distribution-free two-sample run test applicable to high-dimensional data	2014	Mukul Chandra Biswas Mausumi Mukhopadhyay Anil K. Ghosh
+	On some exact distribution-free one-sample tests for high dimension low sample size data	2014	Munmun Biswas Minerva Mukhopadhyay Anil K. Ghosh
+	A nonparametric two-sample test applicable to high dimensional data	2013	Munmun Biswas Anil K. Ghosh
+	A probabilistic approach for semi-supervised nearest neighbor classification	2012	Anil K. Ghosh
+	Test for the statistical significance of a treatment effect in the presence of hidden sub-populations	2012	Bikram Karmakar Kumaresh Dhara Kushal K. Dey Analabha Basu Anil K. Ghosh
+ PDF Chat	On hybrid classification using model assisted posterior estimates	2011	Anil K. Ghosh Fred Godtliebsen
+ PDF Chat	Some intriguing properties of Tukey’s half-space depth	2011	Subhajit Dutta Anil K. Ghosh Probal Chaudhuri
+	On robust classification using projection depth	2011	Subhajit Dutta Anil K. Ghosh
+	Bayesian multiscale smoothing in supervised and semi-supervised kernel discriminant analysis	2011	Subhadeep Mukhopadhyay Anil K. Ghosh
+	Secure Position Verification for Wireless Sensor Networks in Noisy Channels	2011	Partha Sarathi Mandal Anil K. Ghosh
+	ON ERROR-RATE ESTIMATION IN NONPARAMETRIC CLASSIFICATION	2008	Anil K. Ghosh Peter Hall
+	Applied MANOVA and Discriminant Analysis	2007	Anil K. Ghosh
+	Multiscale Classification Using Nearest Neighbor Density Estimates	2006	Anil K. Ghosh P. Chaudhuri C.A. Murthy
+	On visualization and aggregation of nearest neighbor classifiers	2005	Anil K. Ghosh P. Chaudhuri C.A. Murthy
+	On optimum choice of k in nearest neighbor classification	2005	Anil K. Ghosh
+	On Maximum Depth and Related Classifiers	2005	Anil K. Ghosh Probal Chaudhuri
+ PDF Chat	On data depth and distribution-free discriminant analysis using separating surfaces	2005	Anil K. Ghosh Probal Chaudhuri
+	Some nonparametric and semiparametric methods for discriminant analysis	2004	Anil K. Ghosh
+	OPTIMAL SMOOTHING IN KERNEL DISCRIMINANT ANALYSIS	2004	Anil K. Ghosh Probal Chaudhuri

Common Coauthors

Coauthor	Papers Together
Soham Sarkar	18
Subhajit Dutta	10
Angshuman Roy	8
Bilol Banerjee	6
Munmun Biswas	5
C.A. Murthy	4
Probal Chaudhuri	4
Trisha Dawn	3
Alokesh Manna	3
Shyamal K. De	3
Biplab Paul	3
A. Goswami	3
Sarbojit Roy	3
Rahul Biswas	2
Annesha Ghosh	2
P. Chaudhuri	2
Pronoy Kanti Mondal	2
Rita SahaRay	2
Mausumi Mukhopadhyay	1
Enakshi Saha	1
Mukul Chandra Biswas	1
A. Pal	1
Kushal K. Dey	1
Subhadeep Mukhopadhyay	1
Analabha Basu	1
Bhaswar B. Bhattacharya	1
Anvit Garg	1
Partha Sarathi Mandal	1
Bikram Karmakar	1
Kunal Das	1
Fred Godtliebsen	1
Kumaresh Dhara	1
Peter Hall	1
Minerva Mukhopadhyay	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Geometric Representation of High Dimension, Low Sample Size Data	2005	Peter A. Hall J. S. Marron Amnon Neeman	19
+ PDF Chat	PCA consistency in high dimension, low sample size context	2009	Sungkyu Jung J. S. Marron	16
+	On visualization and aggregation of nearest neighbor classifiers	2005	Anil K. Ghosh P. Chaudhuri C.A. Murthy	13
+	Nonparametric Methods in Multivariate Analysis	1972	Olive Jean Dunn Madan L. Puri Pranab Kumar Sen	12
+	Nearest neighbor pattern classification	1967	Thomas M. Cover Peter E. Hart	10
+	A distribution-free two-sample run test applicable to high-dimensional data	2014	Mukul Chandra Biswas Mausumi Mukhopadhyay Anil K. Ghosh	10
+	A nonparametric two-sample test applicable to high dimensional data	2013	Munmun Biswas Anil K. Ghosh	10
+ PDF Chat	A Multivariate Two-Sample Test Based on the Number of Nearest Neighbor Type Coincidences	1988	Norbert Henze	9
+	Applied Multivariate Statistical Analysis.	1988	Andrea Johnson Dean W. Wichern	9
+ PDF Chat	Multivariate Generalizations of the Wald-Wolfowitz and Smirnov Two-Sample Tests	1979	Jerome H. Friedman Lawrence C. Rafsky	9
+	A class of multivariate distribution-free tests of independence based on graphs	2012	Ruth Heller Malka Gorfine Yair Heller	8
+	On a new multivariate two-sample test	2003	Ludwig Baringhaus Carsten Franz	8
+	Multivariate Two-Sample Tests Based on Nearest Neighbors	1986	Mark F. Schilling	8
+ PDF Chat	An Exact Distribution-Free Test Comparing Two Multivariate Distributions based on Adjacency	2005	Paul R. Rosenbaum	8
+ PDF Chat	Measuring and testing dependence by correlation of distances	2007	Gábor J. Székely Maria L. Rizzo Н. К. Бакиров	8
+ PDF Chat	Multivariate Nonparametric Tests of Independence	2005	Sara Taskinen Hannu Oja Ronald H. Randles	7
+ PDF Chat	General notions of statistical depth function	2000	Robert Serfling Yijun Zuo	7
+	A kernel two-sample test	2012	Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alexander J. Smola	7
+ PDF Chat	A two-sample test for high-dimensional data with applications to gene-set testing	2010	Song Xi Chen Yingli Qin	7
+	On some exact distribution-free tests of independence between two random vectors of arbitrary dimensions	2016	Munmun Biswas Soham Sarkar Anil K. Ghosh	7
+	A Nonparametric Test of Independence between Two Vectors	1997	Peter W. Gieser Ronald H. Randles	7
+ PDF Chat	Kernel-Based Tests for Joint Independence	2017	Niklas Pfister Peter Bühlmann Bernhard Schölkopf Jonas Peters	7
+ PDF Chat	The multivariate <i>L</i> <sub>1</sub> -median and associated data depth	2000	Yehuda Vardi Cun-Hui Zhang	7
+	Sign Tests in Multidimension: Inference Based on the Geometry of the Data Cloud	1993	Probal Chaudhuri Debapriya Sengupta	7
+ PDF Chat	A consistent multivariate test of association based on ranks of distances	2012	Ruth Heller Yair Heller Malka Gorfine	7
+	Likelihood inference in nearest-neighbour classification models	2003	Chris Holmes	7
+	A triangle test for equality of distribution functions in high dimensions	2010	Zhenyu Liu Reza Modarres	7
+ PDF Chat	SiZer for Exploration of Structures in Curves	1999	Probal Chaudhuri J. S. Marron	6
+ PDF Chat	Sign test of independence between two random vectors	2003	Sara Taskinen Annaliisa Kankainen Hannu Oja	6
+	On some exact distribution-free one-sample tests for high dimension low sample size data	2014	Munmun Biswas Minerva Mukhopadhyay Anil K. Ghosh	6
+	Discriminatory Analysis. Nonparametric Discrimination: Consistency Properties	1989	Evelyn Fix J. L. Hodges	6
+ PDF Chat	Introducing the discussion paper by Székely and Rizzo	2009	Michael A. Newton	6
+	An Introduction to Multivariate Statistical Analysis	1986	Robb J. Muirhead T. W. Anderson	6
+	On the generalized distance in statistics	1936	P. C. Mahalanobis	6
+	Permutation tests for equality of distributions in high-dimensional settings	2002	Peter Hall Nader Tajvidi	6
+ PDF Chat	Optimal Nonbipartite Matching and Its Statistical Applications	2011	Bo Lü Robert A. Greevy Xinyi Xu Cole Beck	6
+ PDF Chat	On data depth and distribution-free discriminant analysis using separating surfaces	2005	Anil K. Ghosh Probal Chaudhuri	6
+ PDF Chat	Multivariate Nonparametric Tests	2004	Hannu Oja Ronald H. Randles	6
+	A Quality Index Based on Data Depth and Multivariate Rank Tests	1993	Regina Y. Liu Kesar Singh	6
+	Some Multivariate Tests of Independence Based on Ranks of Nearest Neighbors	2017	Soham Sarkar Anil K. Ghosh	6
+ PDF Chat	Classification by pairwise coupling	1998	Trevor Hastie Robert Tibshirani	5
+	Multivariate rank tests for the two-sample location problem	1990	Ronald H. Randles Dawn Peters	5
+	A test for the mean vector in large dimension and small samples	2012	Junyong Park Deepak Nag Ayyala	5
+	An Approach to Multivariate Rank Tests in Multivariate Analysis of Variance	1997	Kyungmee Choi John I. Marden	5
+	AFFINE INVARIANT MULTIVARIATE RANK TESTS FOR SEVERAL SAMPLES	1998	Thomas P. Hettmansperger Jyrki Möttönen Hannu Oja	5
+ PDF Chat	A Non-Parametric Test of Independence	1948	Wassily Hoeffding	5
+	Graph-Theoretic Measures of Multivariate Association and Prediction	1983	Jerome H. Friedman Lawrence C. Rafsky	5
+ PDF Chat	On some transformations of high dimension, low sample size data for nearest neighbor classification	2015	Subhajit Dutta Anil K. Ghosh	5
+	A Depth Function and a Scale Curve Based on Spatial Quantiles	2002	Robert Serfling	5
+	On Maximum Depth and Related Classifiers	2005	Anil K. Ghosh Probal Chaudhuri	5