Trambak Banerjee

Trambak Banerjee
  • Assistant Professor
  • Analytics, Information, Operations academic area

Contact Info

785-864-1880
Capitol Federal Hall, Room 4128
Lawrence

Personal Links

Education —

Ph.D. in Business Administration (Statistics), Marshall School of Business, University of Southern California, 2020
M.S. in Mathematical Finance, University of Oxford, 2015
M.S. in Statistics, Indian Statistical Institute, 2006, Kolkata
B.S. in Statistics, St. Xavier’s College, University of Calcutta, 2004

Research —

Research interests:

  • Shrinkage Estimation and Empirical Bayes Prediction
  • High Dimensional Penalized Likelihood Methods
  • Statistical applications in Virology, Consumer behavior and Marketing.

Selected Publications —

<div class="fp-publications fp-container"><div class="aca-article">Banerjee, T., Liu, Q., Mukherjee, G., Sun, W. (2021). A General Framework for Empirical Bayes Estimation in Discrete Linear Exponential Family. Journal of Machine Learning Research - Issue 67 | Volume 22.</div><div class="aca-article">Banerjee, T., Mukherjee, G., Sun, W. (2020). Adaptive Sparse Estimation with Side Information. Journal of the American Statistical Association - Issue 532 | Volume 115. <a href="https://doi.org/10.1080/01621459.2019.1679639">https://doi.org/10.1080/… class="aca-article">Banerjee, T., Mukherjee, G., Dutta, S., Ghosh, P. (2020). A Large-Scale Constrained Joint Modeling Approach for Predicting User Activity, Engagement, and Churn With Application to Freemium Mobile Games. Journal of the American Statistical Association - Issue 530 | Volume 115. <a href="https://doi.org/10.1080/01621459.2019.1611584">https://doi.org/10.1080/… class="aca-article">Banerjee, T., Bhattacharya, B., Mukherjee, G. (2020). Non-Parametric Two Sample Testing Under Heterogeneity with Applications to Single-Cell Virology. Annals of Applied Statistics - Issue 4 | Volume 14.</div></div>