__LIST OF PUBLICATIONS__

**(Categorized by Research Topics)**

__QUANTILE REGRESSION AND RELATED TECHNIQUES :__

**(1) Chaudhuri, P. (1991). "Nonparametric estimates of
regression quantiles and their local Bahadur
representation". The Annals of Statistics, 19, 760-777.**

**(2) Chaudhuri, P. (1991). "Global nonparametric
estimation of conditional quantile functions and their
derivatives". Journal of Multivariate Analysis, 39, 246-269. **

**(3) Chaudhuri, P. (1992). "Generalized regression
quantiles : forming a useful toolkit for robust linear
regression". In L1 Statistical Analysis and Related Methods Proceedings of the Second International Conference on
L1 Norm and Related Methods (Y. Dodge, ed.), North Holland:
Amsterdam, pp. 169-185. (Invited Paper)**

**(4) Chaudhuri, P., Doksum, K. and Samarov, A. (1994).
"Regression estimators based on conditional quantiles".
Journal of Nonparametric Statistics, 3, 317-321. **

**(5) Chaudhuri, P., Doksum, K. and Samarov, A. (1995).
"Nonparametric estimation of global functionals based on
quantile regression". In Applied Statistics : Recent Developments {Proceedings of the Annual
Whitsun Conference of the Deutsche Statistische Gesellschaft}
(Editors: J. Frohn, U. Gather, W. Stute and H.Thoni), Vandenhoeck & Ruprecht : Gottingen, pp. 75-83.
(Invited Paper)**

**(6) Chaudhuri, P., Doksum, K. and Samarov, A. (1996).
"Nonparametric estimation of global functionals of conditional
quantiles". In Robust Statistics, Data Analysis and Computer Intensive Methods
Proceedings of the Conference in Honor of Peter Huber's 60th
Birthday (Editor : Helmut Rieder), Lecture Notes in Statistics (109), Springer Verlag : New York, pp.
63-78. (Invited Paper)**

**(7) Chaudhuri, P., Doksum, K. and Samarov, A. (1997).
"On average derivative quantile regression". The Annals of
Statistics, 25, 715-744.**

**(8) Chaudhuri, P. (2000) "Asymptotic consistency of
median regression trees". Journal of Statistical Planning
and Inference, 91, 229-238. **

**(9) Chaudhuri, P. and Loh, W. Y. (2002) "Nonparametric
estimation of conditional quantiles using quantile regression
trees". Bernoulli, 8, 561-576.**

**(9) Sen, B. and Chaudhuri, P. (2011) "On fractile transformation of
covariates in regression". To appear in Journal of the American
Statistical Association.
**

__ROBUST AND NONPARAMETRIC STATISTICAL METHODS :__

**(1) Chaudhuri, P. (1992). "Multivariate location
estimation using extension of R-estimates through U-statistics
type approach". The Annals of Statistics, 20, 897-916.**

**(2) Bose, A. and Chaudhuri, P. (1993). "On the
dispersion of multivariate median". The Annals of the
Institute of Statistical Mathematics, 45, 541-550.**

**(3) Chaudhuri, P. and Sengupta, D. (1993). "Sign tests
in multidimension : inference based on the geometry of the data
cloud". Journal of the American Statistical Association, 88, 1363-1370. **

**(4) Chaudhuri, P. and Sengupta, D. (1993). "A note on
robust estimation of location". Statistics &
Probability Letters, 18, 241-244.**

**(5) Chaudhuri, P. (1996). "On a geometric notion of
quantiles for multivariate data". Journal of the American
Statistical Association, 91, 862-872.**

**(6) Chakraborty, B. and Chaudhuri, P. (1996). "On a
transformation and retransformation technique for constructing
affine equivariant multivariate median".Proceedings of the American Mathematical Society, 124,
2539-2547.**

**(7) Chakraborty, B. and Chaudhuri, P. (1997). "On
multivariate rank regression". In L1-Statistical Procedures
and Related Topics - Proceedings of the Third International Conference on L1 Norm and Related
Methods (Editor : Y. Dodge), IMS Lecture Notes and Monograph
Series, vol. 31, pp. 399-414. (Invited Paper)**

**(8) Chakraborty, B. and Chaudhuri, P. (1998) "On an
adaptive transformation retransformation estimate of
multivariate location". Journal of the Royal Statistical Society, Series B, 60, 145-157.**

**(9) Chakraborty, B., Chaudhuri, P. and Oja, H. (1998)
"Operating transformation retransformation on spatial median and
angle test".Statistica Sinica, 8, 767-784. **

**(10) Chakraborty, B. and Chaudhuri, P. (1999) "On affine
invariant sign and rank tests in one and two sample multivariate
problems". In Design, Multivariate and Sampling {Volume in Honor of J. N. Srivastava's
65th Birthday} (Editor : S. Ghosh), Marcel Dekker: New York,
pp. 499-522. (Invited Paper)**

**(11) Chakraborty, B. and Chaudhuri, P. (1999) "A note
on the robustness of multivariate median". Statistics &
Probability Letters, 45, 269-276.**

**(12) Chaudhuri, P. (2001) "Multivariate analysis using
data driven co-ordinates and transformation
retransformation". The Proceedings of Andhra Pradesh Academy of Sciences {Special
Issue in Honor of C. Rao's 80th Birthday} , 5, 77-80.
(Invited Paper)**

**(13) Chakraborty, B. and Chaudhuri, P. (2003) "On the use of genetic algorithm
with elitism in robust and nonparametric multivariate analysis". Austrian Journal of
Statistics {Special Issue in Honor of P. K. Sen's 65th Birthday}, 32, 13-27. (Invited Paper)**

**(14) Ghosh, A. K. and Chaudhuri, P. (2005) "Data depth and distribution free discrminant analysis using separating surfaces".
Bernoulli, 11, 1-27. **

**(15) Ghosh, A. K. and Chaudhuri, P. (2005) "On maximum depth and related classifiers".
Scandinavian Journal of Statistics, 32, 327-350. **

**(16) Chakraborty, B. and Chaudhuri, P. (2008) "On an optimization
problem in robust statistics".
Journal of Computational and Graphical Statistics, 17, 683-70. **

**(17) Dhar, S. S. and Chaudhuri, P. (2008) "A comparison of
robust estimatots based on two types of trimming".
Advances in Statistical
Analysis, 93, 151-158. **

**(18) Dhar, S. S. and Chaudhuri, P. (2011) "On the statistical
efficiency of robust estimators of multivariate location".
Statistical Methodology, 8, 113-128. **

**(19) Dutta, S., Ghosh, A. K. and Chaudhuri, P. (2011) "Some
intriguing properties of Tukey's
half-space depth".
Bernoulli, 17, 1420-1434. **

**(20) Dhar, S. S. and Chaudhuri, P. (2012) "On the derivatives of trimmed mean". Statistica Sinica, 22, 655-679. **

__NONPARAMETRIC FUNCTION ESTIMATION AND SMOOTHING :__

**(1) Chaudhuri, P., Huang, M. C., Loh, W. Y. and Yao,
R. (1994). "Piecewise polynomial regression trees".
Statistica Sinica, 4, 143-167.**

**(2) Chaudhuri, P. and Dewanji, A. (1995)
"A likelihood based approach in nonparametric smoothing and
cross-validation".
Statistics and Probability Letters, 22, 7-15.**

**(3) Chaudhuri, P., Lo, W. D., Loh, W. Y. and Yang, C.
C. (1995). "Generalized regression trees". Statistica Sinica,
5, 641-666. **

**(4) Marron, J. S. and Chaudhuri, P. (1998)
"Significance of features via SiZer". In Statistical
Modelling, Proceedings of the 13th International Workshop on Statistical Modelling (Editors : B. Marx
and H. Friedl), pp. 65-75. (Invited Paper)**

**(5) Chaudhuri, P. and Marron, J. S. (1999) "SiZer for
exploration of structures in curves". Journal of the
American Statistical Association, 94, 807-823.**

**(6) Chaudhuri, P. and Marron, J. S. (2000) "Scale
space view of curve estimation". The Annals of Statistics, 28,
408-428.**

**(7) Godtliebsen, F., Marron, J. S. and Chaudhuri, P.
(2002) "Significance in scale space for bivariate density
estimation". Journal of Computational and Graphical Statistics,
11, 1-22. **

**(8) Ghosh, A. K. and Chaudhuri, P.
(2004) "Optimal smoothing in kernel discrminant
analysis". Statistica Sinica, 14, 457-483. **

**(9) Kim, H., Loh, W. Y., Shih, Y. S. and Chaudhuri, P.
(2007) "Visualizable and interpretable regression models with good
prediction powers". IIE Transactions, 39, 565-579. **

__ADAPTIVE SEQUENTIAL DESIGNS :__

**(1) Chaudhuri, P. and Mykland, P. (1993). "Nonlinear
experiments: optimal design and inference based on
likelihood". Journal of the American Statistical Association, 88, 538-546.**

**(2) Chaudhuri, P. and Mykland, P. (1995). "On efficient
designing of nonlinear experiments". Statistica Sinica, 5, 421-440.
**

**(3) Biswas, A. and Chaudhuri, P. (2002)."An efficient
design for model discrimination and parameter estimation".
Biometrika, 89, 709-718. **

__STATISTICAL METHODS
IN PATTERN RECOGNITION AND IMAGE PROCESSING :__

**(1) Marron, J. S. and Chaudhuri, P. (1998) "When is a
feature really there ? The SiZer approach". In Automatic
Target Recognition VII,Proceedings of SPIE, vol. 3371 (Editor : Firooz A. Sadjadi), pp. 306-312.
(Invited Paper)**

**(2) Ghosh, A. K., Chaudhuri, P. and Sengupta, D. (2003)
"Multi-scale kernel discrminant analysis".
Proceedings of the 5th International Conference on Advances in Pattern
Recognition (Ed. D. P. Mukherjee and S. Pal), Allied Publishers, Calcutta,
pp.89-93.**

**(3) Rakesh, R. R., Chaudhuri, P. and Murthy, C. A. (2004) "Thresholding in edge detection :
a statistical approach".
IEEE Transactions on Image Processing, 13, 927-936.**

**(4) Godtliebsen, F., Marron, J. S. and Chaudhuri, P. (2004)
"Statistical significance of features in digital images".
Image and Vision Computing, 22, 1093-1104.**

**(5) Ghosh, A. K., Chaudhuri, P. and Murthy, C. A. (2005)
"On visualization and aggregation of nearest neighbor classifiers".
IEEE Transactions on Pattern Analysis
and Machine Intelligence, 27, 1592-1602.**

**(6) Ghosh, A. K., Chaudhuri, P. and Sengupta, D.
(2006) "Classification using kernel density estimates : multi-scale
analysis and visualization".
Technometrics, 48, 120-132.
**

**(7) Ghosh, A. K., Chaudhuri, P. and Murthy, C. A.
(2006) "Multiscale classification using nearest neighbor density estimates
".
IEEE Transactions on Systems, Man and Cybernatics, Part B, 36, 1139-1148.
**

**(8) Olsen, L. R., Chaudhuri, P. and Godtliebsen, F.
(2008) "Multiscale spectral analysis for detecting short
and long range change points in time series".
Computational
Statistics and Data Analysis, 52, 3310-3320.
**

**(9) Chaudhuri, P., Ghosh, A. K. and Oja, H.
(2009) "Classification based on hybridization of parametric and nonparametric
classifiers".
IEEE Transactions on Pattern Analysis and Machine
Intelligence, 31, 1153-1164.
**

**(10) Dutta, S. and Chaudhuri, P. (2012) "Semiparametric discriminant analysis for mixture populations".
Stat, 1:90-102. doi: 10.1002/sta4.9, http://www.onlinelibrary.wiley.com/doi/10.1002/sta4.9/pdf.**

__STATISTICAL METHODS
IN MOLECULAR BIOLOGY :__

**(1) Chaudhuri, P. and Das, S. (2001) "Statistical
analysis of large DNA sequences using distribution of DNA
words". Current Science, 80, 1161-1166. **

**(2) Chaudhuri, P. and Das, S. (2002) "SWORDS : a
statistical tool for analyzing large DNA sequences".
The Journal of Biosciences, 27, 1-6. **

**(3) Basu, S., Burma, D. P. and Chaudhuri, P. (2003) "Words in DNA sequences : some
case studies based on their frequency statistics".
Journal of Mathematical Biology, 46, 479-503.**

**(4) Basu, A., Chaudhuri, P. and Majumder, P. P. (2005) "Identification of polymorphic motifs using probabilistic search alogorithms".
Genome Research, 15, 67-77.**

**(5) Chaudhuri, P. and Dasgupta, A. (2005) "On some stochastic models
for replication of character strings".
Statistics and Probability Letters, 75, 230-236.**

**(6) Chaudhuri, P. and Dasgupta, A. (2006) "Stationarity and mixing
properties of replicating character strings".
Statistica Sinica, 16, 29-43.**

**(7) Nag, S., Chatterjee, R., Chaudhuri, K. and Chaudhuri, P. (2006)
"Unsupervised statistical identification of genomic islands using
oligonucleotide distributions with application to Vibrio genomes".
Sadhana, 31, 105-115.**

**(8) Chatterjee, R., Chaudhuri, K. and Chaudhuri, P. (2008)
"On detection and assessment of statistical significance of
genomic islands".
BMC Genomics, 9:150, http://www.biomedcentral.com/1471-2164/9/150.**

__MISCELLANEOUS :__

**(1) Basu, S. and Chaudhuri, P. (2000) "Cluster
analysis using Mahalanobis-type distance". In Perspectives
in Statistical Sciences (Editors : A. K.Basu, J. K. Ghosh, P . K. Sen and B. K. Sinha), Oxford University
Press, pp. 47-57.**

**(2) Sengupta, D., Chaudhuri, P., Roy, B. K. and
Dewanji, A. (2001) "A post-mortem analysis of opinion and exit
polls in West Bengal in May 2001". Calcutta Statistical Association
Bulletin, 51, 277-288.**

**(3) Hati, A. K., Mondal, B., Chaudhuri, P.,
Purkayastha, S., Mukherjee, H. and Mukhopadhyay, A. K. (2001)
"Estimating parasite density in patients suffering from Falciparum malaria in an endemic area in
Kolkata". Indian Journal of Malariology, 37, 82-87.**

**(4) Hati, A. K., Chaudhuri, P.,
Purkayastha, S., Mitra, N. K., Mondal, B., Sengupta, S.,
Mukherjee, H. and 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, 133-144.**