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Durbadal0/README.md

Durbadal Ghosh

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πŸ‘¨β€πŸŽ“ About Me

Coding

I am a PhD candidate in Biostatistics at Florida State University with a strong background in statistics, data science, and machine learning. My research focuses on Bayesian methods, spatial statistics, and causal inference, particularly applied to health disparities and medical research.

πŸ”¬ Research Interests

  • Bayesian Statistics
  • Biostatistics and Health Policy
  • Spatial Statistics
  • Causal Inference
  • Machine Learning & Deep Learning
  • Monte Carlo Methods
  • Mixed Effects Models

πŸ“¦ Software Packages

  • BigRiverQTL.jl - A Julia package for quantitative trait locus (QTL) analysis. Registered in August 2024, this package streamlines the QTL analysis workflow through preprocessing, genome scans, and visualization components.

πŸ“ Publications and Research

Under Review

  • "Analysis of spatially clustered survival data with unobserved covariates using SBART" - Biometrics (2024)

Ongoing Research

  • "Modeling of clustered censored survival data with spatial correlated random effects using SBART"
  • "Estimating Causal Effects in Spatially Clustered Survival Data Using BART"
  • Bayesian extension of "Flexible multivariate linear mixed models for structured multiple traits"
  • Bayesian Tensor regression on big skewed data with mixed response

πŸ† Awards & Achievements

ASA 2025 Winner, Health Policy Statistics Section Student Paper Competition, American Statistical Association
SRCOS 2023 R.L Anderson Graduate Student Poster presentation award (Ranked 2nd)
SRCOS 2023 Boyd Harshburger Travel award
NISS 2023 Outstanding Research Presentation Award, GSN (Ranked 2nd)
FSU 2022 First place, FSU Data Science Competition
FSU 2023 Fifth place, FSU Data Science Competition

πŸ’» Technical Skills

Programming Languages

R Python Julia C++ SAS

Tools & Technologies

LaTeX Git GitHub R Markdown Stan WinBUGS

🌟 Professional Experience

  • Data Science Intern - University of Tennessee Health Science Center (2024)
  • Biostatistics Researcher Intern - Sanofi (2023)
  • Statistical Consultant - ESA South Inc, FL (2022)
  • Research Assistant - College of Medicine, FSU (2021-2022)
  • Biostatistician - Global Health Collaboration Project (WHO) (2021-Present)
  • Solo Instructor - Florida State University (2022-2024)
    • Introduction to Applied Statistics
    • Statistics through Example
    • Statistics for Biology
    • Fundamental Business Statistics

πŸ“« How to Reach Me

πŸ“Š GitHub Stats

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Profile views

"Statistics is the grammar of science." - Karl Pearson

Pinned Loading

  1. RTP--Regression-Tree-Partition RTP--Regression-Tree-Partition Public

    R

  2. SBART-for-Survival-Analysis SBART-for-Survival-Analysis Public

    R

  3. Spatial-Survival-using-SPART Spatial-Survival-using-SPART Public

    R