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Research Interests
Research Interests
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
“Grasping the light of knowledge at the dawn of discovery.”
Accepted and Published Articles:
Accepted and Published Articles:
Ghosh, A; Ghoshal, D.; Banerjee, B.; and Ghosh A.K. (2024), On high-dimensional modifications of the nearest neighbor classifier. Special Issue in the Fond Memories of C R Rao on "Life and Work of CR Rao (1920-2023): The Revolutionary of Statistical Sciences", Statistics and Applications, 22(3), 509-533. [Preprint] [Journal Link]
Banerjee, B. (2024), Testing distributional equality for functional random variables. Journal of Multivariate Analysis, 203, 105318. [Preprint] [Journal Link]
Banerjee, B and Ghosh, A.K. (2025), High dimensional behavior of some two sample tests based on Ball Divergence. Statistica Sinica 35 (2025), 1369-1390. [Preprint] [Journal Link]
Banerjee, B., and Ghosh, A. K. (2022). Test of independence for Hilbertian random variables. Stat, 11(1), e474. [Preprint] [Journal Link]
Submitted and Under Review Articles:
Submitted and Under Review Articles:
Banerjee, B.; Bhattacharya, B. B. and Ghosh, A. K. (2024+), A Ball Divergence Based Measure For Conditional Independence Testing. [Preprint]
Banerjee, B. and Ghosh, A. K. (2024+), A nonparametric test of spherical symmetry applicable to high dimensional data. [Preprint]
Banerjee, B. and Ghosh, A. K. (2024+), Exact distribution-free test of spherical symmetry applicable to high dimensional data. [Preprint]
Skills:
Skills:
Languages : Bengali, English, and Hindi.
Programming : C, C++,LaTeX, R, and Python.
Hobbies : Sketching, Photography*, and hiking.
*All pictures used in this webpage are my own. These were captured while traveling to different parts of India.
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