Moulinath Banerjee
Associate Professor of Statistics and Biostatistics.
About me:
I am currently employed as Associate Professor in Statistics
at the University of Michigan ( here is a CV). 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. But more
about that elsewhere.
Papers and Technical Reports:
- Sen, B., Banerjee, M.,Woodroofe, M. B., Mateo, M. and Walker, M. (2008) -- Streaming motion in Leo 1.
Submitted
- Sen, B., Banerjee, M. and Woodroofe, M. B. (2007) -- Inconsistency of bootstrap: the Grenander estimator.
Under revision
- Banerjee, M. (2008) -- Inference in exponential family regression models under certain shape constraints using inversion
based techniques. To appear in Proceedings of the Conference on Multivariate Methods in
Honor of Prof. S.N.Roy (2006). Longer version
- Lan, Y., Banerjee, M. and Michailidis, G. (2008) -- Changepoint estimation under adaptive sampling.
To appear in Annals of Statistics
- Banerjee, M., Mukherjee, D. and Mishra, S. (2008) -- Semiparametric binary regression models under shape constraints with an application to Indian schooling data. Tentatively accepted by Journal of Econometrics. Current version of the paper + Technical Report
- Ghosh, D., Banerjee, M. and Biswas, P. (2008) -- Inference for constrained tumor size distributions. To appear in Biometrics Supplementary material
- Pal, J. and Banerjee, M. (2008) --
Estimation of smooth link functions in monotone response
models. (To appear in Journal of Statistical Planning and Inference)
- Banerjee, M. (2007) -- Estimating monotone, unimodal and U--shaped failure rates using asymptotic pivots.
(To appear in Statistica Sinica ) 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.
Grants:
- 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.
Teaching:
-
Stat 612 (Theoretical Statistics -- III) in Fall Semesters(2005, 2006) at the
University of Michigan.
- Statistics 611 (Theoretical Statistics -- II) in Winter Semester(2003) 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), Winter Semesters (2007, 2008) 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 |