Moulinath Banerjee
Associate Professor of Statistics and Biostatistics.
About me:
I am currently employed as Associate Professor in Statistics
at the University of Michigan . I graduated from
the Department of Statistics at the University
of Washington , Seattle, under the supervision of Professor Jon
A. Wellner . Prior to graduate study at the University of Washington,
I was a student at the Indian Statistical
Institute , where I received my Bachelors (B.Stat.) and Masters (M.Stat.)
in Statistics with specialization in Mathematical Statistics and Probability.
Apart from Statistics I take a general interest in the arts and humanities
and especially in poetry, classical music, philosophy and drama.
Papers, Technical Reports, Current Research:
Song, R., Banerjee, M., and Kosorok, M. -- Least squares estimate of a change--point under varying degrees of mis-specification. In progress.
Slides
Bagchi, P., Banerjee, M. and Stoev, S. (2013) -- Inference for monotone trends under dependence. In progress.
Mallik, A., Sen, B., Banerjee, M. and Michailidis, G. (2013) -- Asymptotics for p-value based threshold estimation in dose-response settings. Completed.
Das, R., Banerjee, M. and Nan, B. (2013) -- A computationally efficient strategy for generating asymptotically efficient estimates in the broken-stick model. Completed.
Paper
Banerjee, M. and Richardson, T. (2013) -- Exchangeable Bernoulli random variables and Bayes' postulate. Completed. Paper
Mallik, A., Banerjee, M. and Sen, B. (2013) -- Asymptotics for p-value based threshold estimation in regression settings. Submitted.
Paper
Mankad, S. Michailidis, G. and Banerjee, M. (2013) -- Threshold Value Estimation using Two-stage Plans in R. Submitted. Paper
Tang, R., Banerjee, M., Michailidis, G., Mankad, S. (2013) -- Multistage adaptive nonparametric procedures for estimating a threshold value for a monotone function.
Submitted. Paper
Tang, R., Banerjee, M. and Kosorok, M. (2012) -- Asymptotics for current status data under varying observation time sparsity. Annals of Statistics.
Paper
Banerjee, M. (2012) -- Current Status Data in the 21st Century: Some Interesting Developments. In `Interval-Censored Time-to-Event Data: Methods and Applications'.
Chapman and Hall/CRC Biostatistics Series. Paper
Alonso-Garcia, J., Mateo, M., Sen,B., Banerjee, M., Catelan, M., Minniti, M., and von Braun, K. (2012) -- Uncloaking globular clusters in the inner Galaxy. The Astronomical Journal,
143/3/70.
Alonso-Garcia, J., Mateo, M., Sen,B., Banerjee, M. and von Braun, K. (2011) -- Mapping differential reddening in the inner galactic globular
cluster system. The Astronomical Journal, Volume 141, Issue 5. Draft
Mallik, A, Sen, B., Banerjee, M. and Michailidis, G. (2011) -- Threshold estimation based on a P-value framework. Biometrika, Vol. 98, 4, 887-900.
Draft
Tang, R., Banerjee, M. and Michailidis, G. (2011) -- A two-stage hybrid procedure for estimating an inverse regression function. In Annals of Statistics, Vol. 39, 2, 956-989.
Sen, B., Banerjee, M. and Woodroofe, M. B. (2010) -- Inconsistency of bootstrap: the Grenander estimator.
Annals of Statistics, Vol. 38, 4, 1953-1977.
Banerjee, M (2009) -- Discussion of `What's so special about semiparametric models?' by Michael Kosorok. Sankhya, Series A, Vol. 71, Part 2, 354-363. Kosorok's article available at Sankhya Webpage.
Banerjee, M., Mukherjee, D. and Mishra, S. (2009) -- Semiparametric binary regression models under shape constraints with an application to Indian schooling data. In
Journal of Econometrics, Vol. 149, No. 2, 101-117. Final version +
Technical Report
Sen, B., Banerjee, M.,Woodroofe, M. B., Mateo, M. and Walker, M. (2009) -- Streaming motion in Leo 1. In Annals of Applied Statistics, Vol. 3, 1,
96-116.
Lan, Y., Banerjee, M. and Michailidis, G. (2009) -- Changepoint estimation under adaptive sampling.
Annals of Statistics, Vol 37, 4, 1752--1791. A Companion technical report.
Minor error: omit the word "largest" on Line 6, Paragraph 2, Page 26.
Banerjee, M. (2009) -- Inference in exponential family regression models under certain shape constraints. Advances in Multivariate Statistical Methods, Statistical Science and Interdisciplinary Research,
Vol 4, pp 249--272. World Scientific. Shorter version and Longer version.
Ghosh, D., Banerjee, M. and Biswas, P. (2008) -- Inference for constrained tumor size distributions. Draft + Supplementary material. Published in Biometrics.
Pal, J. and Banerjee, M. (2008) --
Estimation of smooth link functions in monotone response
models. Journal of Statistical Planning and Inference, Vol 138, Issue 10, pp 3125--3143.
Banerjee, M. (2008) -- Estimating monotone, unimodal and U--shaped failure rates using asymptotic pivots.
Statistica Sinica , Vol 18, 2, pp. 467--492. Latest version
Banerjee, M. and McKeague I.W. (2007) -- Estimating optimal step--function approximations to instantaneous hazard rates. (
Bernoulli, Volume 13, Number 1, pages 279-299.)
Split point for Cox model
Sen, B. and Banerjee, M. (2007) -- A pseudo--likelihood method for analyzing interval censored data.
(Biometrika, Vol. 94, pages 71--86.) Current version.
Banerjee, M., Biswas, P. and Ghosh, D. (2006) -- A Semiparametric Binary Regression Model Involving
Monotonicity Constraints. ( In Scandinavian Journal of Statistics, Vol 33, 4, pp. 673--697).
Semiparametric Binary Regression
Banerjee, M. and Wellner, J.A. (2005)-- Confidence intervals for current status data.
(In Scandinavian Journal of Statistics , Vol. 32, pages 405--424.)
Current version of the paper
Banerjee, M. and McKeague, I.W. (2007) -- Confidence Sets for Split Points in Decision Trees. Current version of the paper Annals of Statistics, Vol 35, No. 2, pages 543--574.
Banerjee, M. (2007) --
Likelihood based inference for monotone response models Annals of Statistics, Vol 35, No. 3, pages 931--956
A more detailed version of the paper
Banerjee, M. (2005) --
Likelihood Ratio Tests under Local Alternatives in Regular Semiparametric Problems
(In Statistica Sinica , Vol 15, No. 3, pages 635 - 644.)
Banerjee, M. (2005) --
Likelihood Ratio Tests under Local and Fixed Alternatives in Monotone Function Problems
(In Scandinavian Journal of Statistics, Vol 32, pages 507 -- 525)
Banerjee, M. and Richardson,
T. (2003): On a
Dualization of Graphical Gaussian Models: A Correction Note.
(Scandinavian Journal of Statistics, Vol 30, 4, pp. 817--821).
Banerjee, M. and Wellner, J.A. (2005) -- Score Statistics for Current Status Data: Comparisons
with Likelihood Ratio and Wald Statistics. (In The International Journal of
Biostatistics, Vol. 1, No. 1, Article 3)
Banerjee, M. and Wellner J.A. (2001): Likelihood Ratio Tests for
Monotone Functions. Paper in Annals of Statistics,
Vol 29, pages 1699 - 1731.
Richardson, T., Bailer, H. and Banerjee, M. (1999): Specification searches using MAG models. Proceedings, ISI Conference, Helsinki,1999.
Richardson, T., Bailer, H. and Banerjee, M. (1999): Tractable
structure search in the presence of latent variables . In Proceedings
of Artificial Intelligence and Statistics '99 (D. Heckerman and J. Whittaker,
eds.), Morgan Kaufmann, San Francisco, CA, pp.142-151.
Awards:
- Young Scientist Award (Theory and Methods) from Indian International Statistical Association, 2011.
- IMS Laha Travel Award, 2002.
Grants:
- Associate Professor Grant (Sokol Faculty Award) from University of Michigan, July 2011 -- June 2013.
- NSA grant H98230-11-1-0166 from Dec 2010 -- Dec 2012.
- NSF grant, DMS-1007751 from 7/1/2010 -- 6/30/2013
- NSF grant, DMS-0705288 from 7/1/2007 -- 6/30/2010.
- University of Michigan, Rackham Graduate School Grant, 2006.
- NSF grant, DMS-0306235 from 6/1/2003 -- 5/31/2007.
Students:
- Ritabrata Das (joint with Bin Nan); currently pursuing his Ph.D.
- Pramita Bagchi (joint with Stilian Stoev); currently pursuing her Ph.D.
- Nirupam Chakrabarty (joint with George Michailidis); currently pursuing his Ph.D.
- Atul Mallik (joint with Michael Woodroofe); currently pursuing his Ph.D.
- Runlong Tang (joint with George Michailidis); to join Virginia Tech, as tenure-track assistant professor of Statistics.
- Bodhisattva Sen (2008, joint with Michael Woodroofe); currently Assistant Professor of Statistics, Columbia University, New York City.
- Yan Lan (2007, joint with George Michailidis); currently Employed at Bank of America, Char.
- Jayanta Kumar Pal (2006, joint with Michael Woodroofe); currently at Research and Analytics group, Hewlett Packard, Bangalore, India.
Teaching:
-
Stat 710 (Special Topics Course on Empirical Processes) in Fall Semester 2011, at the
University of Michigan.
-
Stat 610 (Theoretical Statistics -- I) in Fall Semesters 2008, 2010, 2012 at the
University of Michigan.
-
Stat 611 (Theoretical Statistics -- 2) in Winter Semester 2009, 2011 at the
University of Michigan.(Also, Winter Semester 2003)
-
Stat 612 (Theoretical Statistics -- III) in Fall Semesters(2005, 2006) at the
University of Michigan.
-
Stat 426 (Introduction to Theoretical Statistics)
in Fall Semester(2001), Winter and Fall Semesters (2002, 2003, 2004, 2006),
Fall Semester(2005,2012), Winter Semesters (2007, 2008, 2009, 2013) at the University of Michigan.
- Stat 425 in Winter Semester (2008) at the University of Michigan.
- Stat 412 in Winter Semester (2002), Fall Semester (2003) at the University of Michigan.
- Statistics 220 in Winter Quarter and Spring Quarter, 2001, at University of
Washington.
Contact Information:
Address: |
University of Michigan
Department of Statistics
439 West Hall,
1085 South University,
Ann Arbor, MI 48109 |
Phone: |
(734) 764-2388 |
Email: |
moulib at umich dot edu |