Scholar
Alokesh Manna
Google Scholar ID: WcQ1PVYAAAAJ
University of Connecticut, Department of Statistics
Citations & Impact
Citations
28
H-index
3
i10-index
0
Publications
10
Co-authors
9
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Published 6 papers with an h-index of 3 and a total citation count of 16. Specific papers include:
- - Development of a Statistical Predictive Model for Daily Water Table Depth and Important Variables Selection for Inference
- - Distribution-free inference for LightGBM and GLM with Tweedie loss
- - Conformal Prediction Inference in Regularized Insurance Models
- - Bayesian Models for Joint Selection of Features and Auto-Regressive Lags: Theory and Applications in Environmental and Financial Forecasting
- - Some clustering-based change-point detection methods applicable to high dimension, low sample size data
- - Interval Estimation of Coefficients in Penalized Regression Models of Insurance Data
Research Experience
- Involved in multiple research projects, including the development of a statistical model for daily water table depth, distribution-free inference methods, conformal prediction inference in regularized insurance models, and more.
Education
- No specific educational background information provided.
Background
- Research interests include environmental science, statistics, and insurance models. Main areas involve hydrological prediction, variable selection, Bayesian models, etc.
Miscellany
- Personal website: https://sites.google.com/view/alokesh-manna/home
