Associate Professor of Statistics and Biostatistics.
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.
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.
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.
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.
Tang, R., Banerjee, M. and Kosorok, M. (2012) -- Asymptotics for current status data under varying observation time sparsity. Annals of Statistics.
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,
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.
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 +
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,
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.
- Young Scientist Award (Theory and Methods) from Indian International Statistical Association, 2011.
- IMS Laha Travel Award, 2002.
- 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.
- 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.
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
||University of Michigan
Department of Statistics
439 West Hall,
1085 South University,
Ann Arbor, MI 48109
||moulib at umich dot edu