Phone:

+91-79-7152 4913

Email:

tathagata@iima.ac.in

Website:

faculty.iima.ac.in/~tathagata

Prof. Tathagata Bandyopadhyay

Production and Quantitative Methods

Dean (Faculty)

Educational Qualifications
  • PhD, University of Calcutta
  • M.Sc (Statistics), University of Calcutta

Academic Affiliation
  • Professor, IIM Ahmedabad
  • Visiting Professor at Michigan State University, USA (2010, 2012, 2018), Birmingham University, UK (2009), University of Umea, Sweden (2009),  Iowa State University, USA (2003,2005,2007),  University of Georgia, Athens, USA. (2003,2005)
  • Visiting Associate Professor at University of Nebraska, USA (1999-2000), University of Connecticut, Storrs, USA. (2001)
  • Visting Scientist at University of Windsor, Canada (1995,1999,2000), National University of Singapore, Singapore. (2002,2007)

Professional Affiliation

Editor:  
  • Calcutta Statistical Association Bulletin, Sage Journal, 2009-

Editorial Board Member:
  • Journal of Agricultural, Biological, and Environmental Statistics (2010) published by the American Statistical  Association
  • Journal of the Indian Society for Agricultural Statistics(2010-)
  • Sankhya, Springer Journal (2013-15, 2016-18, 2018- )

 

Member: 
  • Calcutta Statistical Association
  • Indian Statistical Institute

 

Teaching

PGP:

Probability & Statistics II

Forecasting for Practitioners (Co-teaching with A Guha)

 

FPM:

Advanced Probability for Management

Applied Multivariate Analysis

Bayesian Methodology for Business Research (Co-teching with D Bhadra)

Survey of Statistical Methods Used in Management Research (Co-teching with A Banerjee)

 

Research Interests:

  • Nonparametric Testing
  • Inference on Categorical Data 
  • Measurement Error Models
  • Inference on Survey Data

 

Publications/Articles/Cases:

For an updated list see scholar.google.co.in/citations

Selected Publications:

  • (2020) (With A Chatterjee) Regression models for group testing: Identifiability and asymptotics. Journal of Statistical Planning and Inference, Elsevier, 204, 141-152.
  • (2019) (With Surupa Roy) Estimation of log-odds ratio from group testing data using Fifth correction. Biometrical Journal, John Wiley, 61, 3, 714-728.
  • (2017) (With Kaustab Bandyopadhyay & G. Chattopadhyay) Two stage test of means of unordered pairs, Statistics in Medicine, John Wiley, 36,(15), 2466-2480.
  • (2016) (With Surupa Roy) Measurement error in astronomy, Wiley StatsRef, pp. 1-12 (Accepted).
  • (2016) (With Arindam Chatterjee & S. Adhya) Pseudo-likelihood and bootstrapped pseudo-likelihood inference in logistic regression model with misclassified responses,  http://arxiv.org/abs/1611.06727, pages 1-67.
  • (2014) (With Bhaskar Purohit) Beyond job security and money: driving factors of motivation for government doctors in India. Human Resources for Health, Springer, 12, 1-13.
  • (2014) (With Avijit Khanra and Chetan Soman)  Sensitivity analysis of the newsvendor model.  European Journal of Operational Research, Elsevier Science, 239, 2, 403-412.
  • (2014) (With Brij Kothari) Same Language Subtitling of Bollywood Film Songs on TV: Effects on Literacy Information Technologies & International Development, USC Annenberg Press, 10, 31-47.
  • (2014) (With V. Pradhan, Krishna, Saha & John, C. Evans) Weighted profile likelihood-based confidence interval for the difference between two proportions with paired binomial data. Statistics in Medicine, John Wiley, 33, 2984-97.
  • (2013) (With Arindam Banerjee & Prachi Acharya) Data Analytics: Hyped Up Aspirations or True Potential? Vikalpa, 38, 1-11.
  • (2013) (With V. Pradhan & John, C. Evans) Binomial confidence intervals for testing non-inferiority or superiority: a practitioner's dilemma. Statistical Methods for Medical Research, Sage Publication, 22, Online Publication, 1-11.
  • (2012) (With S. Adhya & G. Chattopadhyay) Inference on Finite Population Categorical Response: Non-parametric Regression Based Predictive Approach. Advances in Statistical Analysis, Springer, 96, 69-98.
  • (2011) (With S. Adhya & G. Chattopadhyay) Inference on Polychotomous Responses in Finite Populations. Scandinavian Journal of Statistics, Wiley-Blackwell, 38, 788-800.
  • (2011) (Brij Kothari) Can India's "literate" read? International Review of Education. Unesco Journal, 56,705-728
  • (2011) (With S. Karmarkar & G. Dutta) Revenue impacts of demand unconstraining and accounting for dependency. Jouranl of Revenue & Pricing Management, Springer, 10, 367–381.
  • (2010) (With Surupa Chakraborty) Analysis of Mixed Outcomes: Misclassified Binary Responses and Measurement Error in Covariates. Journal of Statistical Computation and Simulation, Taylor & Francis, 80, 1197-1209.
  • (2010) (With Sudhir Paul and Uditha Balsuriya) The Multi-clump Finite Mixture Distribution and Model Selection. Environmetrics, John Wiley, 21, 133-142.
  • (2009) (With S Roy) Analysis of misclassified correlated binary data using a multivariate probit model when covariates are subject to measurement error. Biometrical Journal, John Wiley, 51, 420-32.
  • (2008) (With Rahul Mukerjee) Optimal factorial designs for cDNA microarray experiments. Annals of Applied Statistics, IMS journal, 2, 366-385.
  • (2008) (With V Pradhan)Confidence interval of two independent binomial proportions using weighted profile likelihood. Communications in Statistics-Simulation & Computation, Taylor & Francis,  37,4,645-659.
  • (2007) (With A Biswas) Nonparametric test for random component in a two-way nested design with mixed effect model. Annals of Institute of Statistical Mathematics, Springer, 59, 197-210.
  • (2007) (with Chen, M., Dey, D. and Kim, S.)Bayesian analysis of generalized odds-rate hazards models for survival data. Life Time Data Analysis, Springer, 13, 241-260.
  • (2007) (With Rahul Mukerjee) A conversation with Shoutir Kishore Chatterjee. Statistical Science, IMS journal, 22, 279-90.
  • (2006) (With T Maiti & P Mukhopdhyay):Classification of pathological stages of prostate cancer using penalized splines. Computational Statistics & Data Analysis, Elsevier Science, 51,1147-1155.
  • (2006) (With N Shekhar & A Biswas):Hypothesis on the effect of Cadmium on Glutathione content of red blood corpuscles. Twin Research & Human Genetics(Journal of International Society for Twin Studies) Australian Academic Press, 9, 73-75.
  • (2006) (With S. Roy): A flexible model for generalized linear regression with measurement error. Annals of Institute of Statistical Mathematics, Springer, 58,153-169.
  • (2005) (With Sudhir Paul and Uditha Balsuriya) Fisher Information Matrix of the Dirichlet-Multinomial Distribution. Biometrical Journal, John Wiley, 47, 230-236.
  • (2005) (With S. Roy & T. Maiti) Berkson model for binary regression with responses subject to classification errors. Statistics in Medicine, John Wiley, 24, 269-283.
  • (2003) (With A. Biswas): A new formulation of stress-strength reliability in regression set-up. Journal of Statistical Planning and Inference, Elsevier Science, 112, 147-158.
  • (2001) (With D. Nettleton): Testing the equality of distributions of random vectors with categorical components. Computational Statistics and Data Analysis, Elsevier Science, 37, 195-208.
  • (1999) (With S.R.Paul): An extension of Morel-finite mixture distribution for modeling multinomial clustered data. Biometrika, Oxford, 86, 723-727.
  • (1998) (With S.R.Paul): Analysis of two-way layout of count data involving multiple counts in each cell. Journal of the American Statistical Association, 93,1419-1429.

 

Book Chapters:

  • (2007) (With S. Roy) Measurement Error Models with response subject to classification errors in Epidemiological Studies. In Statistical Advances in Biomedical Sciences: State of the Art and Future Directions Edited by. Biswas, A., Datta, S. , Fine, J. and Segal, M., John Wiley, New York.
  • (2003) (With O. Ghosh): Sequential randomization tests. In Applied Sequential Methodologies, Eds. N. Mukhopadhyay, S. Datta and S. Chattopadhyay. Marcel Dekker Inc., New York. 35-51.


Case Study :

  • (2007) (With G Raghuram): Chilli in Soup. Vikalpa, journal of Indian Institute of Management Ahmedabad


Book Review:

  • (2006) Exploring Multivariate Data with Forward Search by Anthony C Atkinson, Marco Riani, and Andrea Cerioli. Journal of the American Statistical Association,101, 473,pp. 398
  • (2007) Introductory Statistical Inference by Nitish Mukhopadhyay. Journal of the American Statistical Association,102,480, pp. 1474

Consulting

 

 

 

 

 

Awards & Honors

Year Awards & Honors
   

 

Thoughts

 

Staging Enabled