My current research interest includes the following,
Nonparametric Inference
High Dimensional Inference
Functional Data Analysis
Kernel Methods
Theory of Resampling Methods
Asymptotic Theory
Statistical Machine Learning
A Ball Divergence Based Measure for Conditional Independence Testing With a Local Wild Bootstrap.
Bilol Banerjee; Bhaswar B. Bhattacharya and Anil K. Ghosh (2026)
Biometrika (Accepted). [Preprint][Journal Link]
On high-dimensional modifications of the nearest neighbor classifier.
Annesha Ghosh; Deep Ghoshal; Bilol Banerjee and Anil K. Ghosh (2024)
Invited article on the special issue "Life and Work of CR Rao (1920-2023): The Revolutionary of Statistical Sciences", Statistics and Applications, 22(3), 509-533. [Preprint] [Journal Link]
Testing distributional equality for functional random variables.
Bilol Banerjee (2024)
Journal of Multivariate Analysis, 203, 105318. [Preprint] [Journal Link]
High dimensional behavior of some two sample tests based on Ball Divergence.
Bilol Banerjee and Anil K. Ghosh (2025)
Statistica Sinica, 35, 1369-1390. [Preprint] [Journal Link]
Test of independence for Hilbertian random variables.
Bilol Banerjee and Anil K. Ghosh (2022)
Stat, 11(1), e474. [Preprint] [Journal Link]
A nonparametric test of spherical symmetry applicable to high dimensional data.
Bilol Banerjee and Anil K. Ghosh (2024+)
[Preprint]
Exact distribution-free test of spherical symmetry applicable to high dimensional data.
Bilol Banerjee and Anil K. Ghosh (2024+)
[Preprint]
Efficient High-Dimensional Conditional Independence Testing.
Bilol Banerjee (2025+)
[Preprint]
On High-Dimensional Change-Point Detection Based on Pairwise Distances.
Spandan Ghoshal; Bilol Banerjee and Anil K. Ghosh (2025+)
Quantitative Pulse Shape-Instability Analysis Using 2D-Runs FROG.
Pedram Abdolghader, Rana Jafari, Abinash Das, Bilol Banerjee, Ellen P. Crews, and Rick Trebino (2026+)
[Preprint]
Languages : Bengali, English, and Hindi.
Programming : C, C++,LaTeX, R, and Python.
Hobbies : Sketching, Photography, Hiking, and Archery.