Likelihood based methods, non-regular asymptotics, shape restricted estimation, nonparametric methods and their applications.
Courses Taught
Statistics 412, 426
Statistics 611, 612
Selected Publications
Banerjee M. & Wellner J.A. (2001) Likelihood ratio tests for monotone functions. Annals of Statistics 29 1699-1731.
Banerjee, M., Biswas, P. and Ghosh, D. (2006) -- A semiparametric binary regression model involving monotonicity constraints. Scandinavian Journal of Statistics, Vol 33, pages 673 - 699.
Banerjee M. (2007) -- Likelihood based inference for monotone response models. To appear in Annals of Statistics, Vol 35, No. 3.
Banerjee, M. and McKeague, I.W. (2007) -- Confidence sets for split points in decision trees. To appear in Annals of Statistics, Vol 35, No.2.
Banerjee, M. and McKeague, I.W. (2007): Estimating optimal step--function approximations to instantaneous hazard rates.Bernoulli, Volume 13, Number 1, pages 279-299.
Sen, B. and Banerjee, M. (2007) -- A pseudo--likelihood method for analyzing interval censored data. Biometrika, Vol 94, pages 71 - 86.
Banerjee, M. (2007) -- Estimating monotone, unimodal and U--shaped failure rates using asymptotic pivots. To appear in Statistica Sinica.