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Chowdhury, Joydeep ; Chaudhuri, Probal (2020) Convergence rates for kernel regression in infinite-dimensional spaces Annals of the Institute of Statistical Mathematics, 72 (2). pp. 471-509. ISSN 0020-3157

Chowdhury, Joydeep ; Chaudhuri, Probal (2019) Nonparametric depth and quantile regression for functional data Bernoulli, 25 (1). ISSN 1350-7265

Chakraborty, Anirvan ; Chaudhuri, Probal (2017) Tests for high-dimensional data based on means, spatial signs and spatial ranks The Annals of Statistics, 45 (2). ISSN 0090-5364

Chakraborty, Anirvan ; Chaudhuri, Probal (2015) Paired Sample Tests in Infinite Dimensional Spaces Modern Nonparametric, Robust and Multivariate Methods . pp. 351-370.

Chakraborty, A. ; Chaudhuri, P. (2015) A Wilcoxon-Mann-Whitney-type test for infinite-dimensional data Biometrika, 102 (1). pp. 239-246. ISSN 0006-3444

Dhar, Subhra Sankar ; Chakraborty, Biman ; Chaudhuri, Probal (2014) Comparison of multivariate distributions using quantile–quantile plots and related tests Bernoulli, 20 (3). ISSN 1350-7265

Chakraborty, Anirvan ; Chaudhuri, Probal (2014) On data depth in infinite dimensional spaces Annals of the Institute of Statistical Mathematics, 66 (2). pp. 303-324. ISSN 0020-3157

Chakraborty, Anirvan ; Chaudhuri, Probal (2014) The deepest point for distributions in infinite dimensional spaces Statistical Methodology, 20 . pp. 27-39. ISSN 15723127

Chakraborty, Anirvan ; Chaudhuri, Probal (2014) The spatial distribution in infinite dimensional spaces and related quantiles and depths The Annals of Statistics, 42 (3). ISSN 0090-5364

Sen, Bodhisattva ; Chaudhuri, Probal (2012) On Fractile Transformation of Covariates in Regression Journal of the American Statistical Association, 107 (497). pp. 349-361. ISSN 0162-1459

Burman, Prabir ; Chaudhuri, Probal (2012) On a Hybrid Approach to Parametric and Nonparametric Regression Nonparametric Statistical Methods and Related Topics . pp. 233-256.

Dhar, Subhra Sankar ; Chaudhuri, Probal (2011) On the statistical efficiency of robust estimators of multivariate location Statistical Methodology, 8 (2). pp. 113-128. ISSN 1572-3127

Chaudhuri, Probal (2011) ON SINGLE INDEX REGRESSION MODELS FOR MULTIVARIATE SURVIVAL TIMES Advances in Statistical Modeling and Inference . pp. 223-232.

Dutta, Subhajit ; Anil Ghosh, K. ; Chaudhuri, Probal (2011) Some intriguing properties of Tukey's half-space depth Bernoulli, 17 (4). pp. 1420-1434. ISSN 1350-7265

Chaudhuri, P. ; Ghosh, A. K. ; Ojha, H. (2009) Classification based on hybridization of parametric and nonparametric classifiers IEEE Transactions on Pattern Analysis and Machine Intelligence, 31 (7). pp. 1153-1164. ISSN 0162-8828

Chakraborty, Biman ; Chaudhuri, Probal (2008) On an optimization problem in robust statistics Journal of Computational and Graphical Statistics, 17 (3). pp. 683-702. ISSN 1061-8600

Chatterjee, Raghunath ; Chaudhuri, Keya ; Chaudhuri, Probal (2008) On detection and assessment of statistical significance of genomic islands BMC Genomics, 9 (1). p. 150. ISSN 1471-2164

Olsen, Lena Ringstad ; Chaudhuri, Probal ; Godtliebsen, Fred (2008) Multiscale spectral analysis for detecting short and long range change points in time series Computational Statistics & Data Analysis, 52 (7). pp. 3310-3330. ISSN 0167-9473

Dhar, Subhra Sankar ; Chaudhuri, Probal (2007) A comparison of robust estimators based on two types of trimming AStA Advances in Statistical Analysis, 93 (2). pp. 151-158. ISSN 1863-8171

Kim, Hyunjoong ; Loh, Wei-Yin ; Shih, Yu-Shan ; Chaudhuri, Probal (2007) Visualizable and interpretable regression models with good prediction power IIE Transactions, 39 (6). pp. 565-579. ISSN 0740-817X

Ghosh, A. K. ; Chaudhuri, P. ; Murthy, C. A. (2006) Multiscale classification using nearest neighbor density estimates IEEE Transactions on Systems, Man and Cybernatics, 36 (5). pp. 1139-1148. ISSN 1083-4419

Nag, Sanjay ; Chatterjee, Raghunath ; Chaudhuri, Keya ; Chaudhuri, Probal (2006) Unsupervised statistical identification of genomic islands using oligonucleotide distributions with application to Vibrio genomes Sadhana (Academy Proceedings in Engineering Sciences), 31 (2). pp. 105-115. ISSN 0256-2499

Ghosh, Anil K. ; Chaudhuri, Probal ; Sengupta, Debasis (2006) Classification using kernel density estimates Technometrics, 48 (1). pp. 120-132. ISSN 0040-1706

Ghosh, Anil K ; Chaudhuri, Probal ; Sengupta, Debasis (2006) Classification Using Kernel Density Estimates Technometrics, 48 (1). pp. 120-132. ISSN 0040-1706

Ghosh, A.K. ; Chaudhuri, P. ; Murthy, C.A. (2006) Multiscale Classification Using Nearest Neighbor Density Estimates IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics), 36 (5). pp. 1139-1148. ISSN 1083-4419

Chaudhuri, Probal ; Dasgupta, Amites (2006) Stationarity and mixing properties of replicating character strings Statistica Sinica, 16 . pp. 29-43. ISSN 1017-0405

Chaudhuri, Probal ; Dasgupta, Amites (2005) On some stochastic models for replication of character strings Statistics & Probability Letters, 75 (3). pp. 230-236. ISSN 0167-7152

Ghosh, Anil K. ; Chaudhuri, Probal (2005) On maximum depth and related classifiers Scandinavian Journal of Statistics, 32 (2). pp. 327-350. ISSN 0303-6898

Basu, Analabha ; Chaudhuri, Probal ; Majumder, Partha P. (2005) Identification of polymorphic motifs using probabilistic search algorithms Genome Research, 15 (1). pp. 67-77. ISSN 1088-9051

Ghosh, Anil K. ; Chaudhuri, Probal (2005) On data depth and distribution-free discriminant analysis using separating surfaces Bernoulli, 11 (1). pp. 1-27. ISSN 1350-7265

Ghosh, A.K. ; Chaudhuri, P. ; Murthy, C.A. (2005) On visualization and aggregation of nearest neighbor classifiers IEEE Transactions on Pattern Analysis and Machine Intelligence, 27 (10). pp. 1592-1602. ISSN 0162-8828

Godtliebsen, F. ; Marron, J. S. ; Chaudhuri, Probal (2004) Statistical significance of features in digital images Image and Vision Computing, 22 (13). pp. 1093-1104. ISSN 0262-8856

Rakesh, R. R. ; Chaudhuri, P. ; Murthy, C. A. (2004) Thresholding in edge detection: a statistical approach IEEE Transactions on Image Processing, 13 (7). pp. 927-936. ISSN 1057-7149

Ghosh, K. Anil ; Chaudhuri, Probal (2004) Optimal smoothing in kernel discrminant analysis Statistica Sinica, 14 . pp. 457-483. ISSN 1017-0405

Ghosh, Anil Kumar ; Chaudhuri, Probal ; Sengupta, Debasis (2003) Multi-scale Kernel discrminant analysis Proceedings of the 5th International Conference on Advances in Pattern Recognition . pp. 89-93. ISSN 1017-0405

Chakraborty, Biman ; Chaudhuri, Probal (2003) On the use of genetic algorithm with elitism in robust and nonparametric multivariate analysis Austrian Journal of Statistics, 32 (1-2). pp. 13-27. ISSN 1026-597X

Basu, Srabashi ; Burma, Debi Prosad ; Chaudhuri, Probal (2003) Words in DNA sequences: some case studies based on their frequency statistics Journal of Mathematical Biology, 46 (6). pp. 479-503. ISSN 0303-6812

Godtliebsen, F. ; Marron, J. S. ; Chaudhuri, Probal (2002) Significance in scale space for bivariate density estimation Journal of Computational and Graphical Statistics, 11 (1). pp. 1-21. ISSN 1061-8600

Chaudhuri, Probal ; Das, Sandip (2002) Swords: a statistical tool for analysing large DNA sequences Journal of Biosciences, 27 (1). pp. 1-6. ISSN 0250-5991

Chaudhuri, Probal ; Loh, Wei-Yin (2002) Nonparametric estimation of conditional quantiles using quantile regression trees Bernoulli, 8 (5). pp. 561-576. ISSN 1350-7265

Hati, A.K . ; Chaudhuri, P. ; Purkayastha, S. ; Mitra, N.K. ; Mondal, B. ; Sengupta, S. ; Mukherjee, H. ; Mukhopadhyay, A.K. (2002) A Study of Transmission Dynamics of VIVAX and Falciparum Malaria in an Endemic Area in Kolkata Calcutta Statistical Association Bulletin, 53 (1-2). pp. 133-144. ISSN 0008-0683

Biswas, Atanu ; Chaudhuri, Probal (2002) An efficient design for model discrimination and parameter estimation in linear models Biometrika, 89 (3). pp. 709-718. ISSN 0006-3444

Chaudhuri, Probal ; Das, Sandip (2001) Statistical analysis of large DNA sequences using distribution of DNA words Current Science, 80 (9). pp. 1161-1166. ISSN 0011-3891

Sengupta, Debasis ; Chaudhuri, Probal ; Dewanji, Anup ; Roy, Bimal K. (2001) A Post-Mortem Analysis of Opinion and Exit Polls in West Bengal in May 2001 Calcutta Statistical Association Bulletin, 51 (3-4). pp. 277-288. ISSN 0008-0683

Chaudhuri, Probal (2000) Asymptotic consistency of median regression trees Journal of Statistical Planning and Inference, 91 (2). pp. 229-238. ISSN 0378-3758

Hati, A. K. ; Mondal, B. ; Chaudhuri, P. ; Purkayastha, S. ; Mukherjee, H. ; Mukhopadhyay, A. K. (2000) Estimating parasite density in patients suffering from Falciparum malaria in an endemic area in Kolkata Indian journal of Malariology, 37 (3-4). pp. 82-87. ISSN 0367-8326

Chaudhuri, Probal ; Marron, J. S. (2000) Scale space view of curve estimation The Annals of Statistics, 28 (2). pp. 408-428. ISSN 0090-5364

Chakraborty, Biman ; Chaudhuri, Probal (1999) A note on the robustness of multivariate medians Statistics & Probability Letters, 45 (3). pp. 269-276. ISSN 0167-7152

Chaudhuri, Probal ; Marron, J. S. (1999) SiZer for exploration of structures in curves Journal of the American Statistical Association, 94 (447). pp. 807-823. ISSN 0162-1459

Chakraborty, Biman ; Chaudhuri, Probal (1998) On an adaptive transformation-retransformation estimate of multivariate location Journal of the Royal Statistical Society: Series B, 60 (1). pp. 145-157. ISSN 1369-7412

Chakraborty, Biman ; Chaudhuri, Probal ; Oja, Hannu (1998) Operating transformation retransformation on spatial median and angle test Statistica Sinica, 8 . pp. 767-784. ISSN 1017-0405

Chaudhuri, Probal ; Doksum, Kjell ; Samarov, Alexander (1997) On average derivative quantile regression The Annals of Statistics, 25 (2). pp. 715-744. ISSN 0090-5364

Chakraborty, Biman ; Chaudhuri, Probal (1996) On a transformation and retransformation technique for constructing an affine equivariant multivariate median Proceedings of the American Mathematical Society, 124 (8). pp. 2539-2547. ISSN 0002-9939

Chaudhuri, Probal (1996) On a geometric notion of quantiles for multivariate data Journal of the American Statistical Association, 91 (434). pp. 862-872. ISSN 0162-1459

Chaudhuri, Probal ; Doksum, Kjell ; Samarov, Alexander (1996) Nonparametric Estimation of Global Functionals of Conditional Quantiles Robust Statistics, Data Analysis, and Computer Intensive Methods, 109 . pp. 63-78. ISSN 0930-0325

Chaudhuri, Probal ; Dewanji, Anup (1995) On a likelihood-based approach in nonparametric smoothing and cross-validation Statistics & Probability Letters, 22 (1). pp. 7-15. ISSN 0167-7152

Chaudhuri, Probal ; Lo, Wen-Da ; Loh, Wei-Yin ; Yang, Ching-Ching (1995) Generalized regression trees Statistica Sinica, 5 . pp. 641-666. ISSN 1017-0405

Chaudhuri, Probal ; Per Mykland, A. (1995) On efficient designing of nonlinear experiments Statistica Sinica, 5 . pp. 421-440. ISSN 1017-0405

Chaudhuri, Probal ; Huang, Min-Ching ; Loh, Wei-Yi ; Yao, Ruji (1994) Piecewise polynomial regression trees Statistica Sinica, 4 . pp. 143-167. ISSN 1017-0405

Chaudhuri, Probal ; Dorsum, Kjell ; Samarov, Alex (1994) Regression estimators based on conditional quantiles Journal of Nonparametric Statistics, 3 (3-4). pp. 317-321. ISSN 1048-5252

Chaudhuri, Probal ; Dorsum, Kjell ; Samarov, Alex (1994) Regression estimators based on conditional quantiles Journal of Nonparametric Statistics, 3 (3-4). pp. 317-321. ISSN 1048-5252

Chaudhuri, Probal ; Sengupta, Debapriiya (1993) Sign tests in multidimension: inference based on the geometry of the data cloud Journal of the American Statistical Association, 88 (424). pp. 1363-1370. ISSN 0162-1459

Chaudhuri, Probal ; SenGupta, Debapriya (1993) A note on robust estimation of location Statistics & Probability Letters, 18 (3). pp. 241-244. ISSN 0167-7152

Chaudhuri, Probal ; Per Mykland, A. (1993) Nonlinear experiments: optimal design and inference based on likelihood Journal of the American Statistical Association, 88 (422). pp. 538-546. ISSN 0162-1459

Bose, Arup ; Chaudhuri, Probal (1993) On the dispersion of multivariate median Annals of the Institute of Statistical Mathematics, 45 (3). pp. 541-550. ISSN 0020-3157

Chaudhuri, Probal (1992) Multivariate location estimation using extension of R-estimates through U-statistics type approach The Annals of Statistics, 20 (2). pp. 897-916. ISSN 0090-5364

Chaudhuri, Probal (1991) Global nonparametric estimation of conditional quantile functions and their derivatives Journal of Multivariate Analysis, 39 (2). pp. 246-269. ISSN 0047-259X

Chaudhuri, Probal (1991) Global nonparametric estimation of conditional quantile functions and their derivatives Journal of Multivariate Analysis, 39 (2). pp. 246-269. ISSN 0047259X

Chaudhuri, Probal (1991) Nonparametric Estimates of Regression Quantiles and Their Local Bahadur Representation The Annals of Statistics, 19 (2). ISSN 0090-5364

Chaudhuri , Probal (1991) Nonparametric estimates of regression quantiles and their local Bahadur representation The Annals of Statistics, 19 (2). pp. 760-777. ISSN 0090-5364