Yoni Green

Statistician and Biostatistics M.S.c Student

STATISTICIAN

Mor Research Applications - Cancer Research Unit, Emek Medical Center.

2024 - Present

  • Consulted on the methodological planning of several clinical research projects in collaboration with unit investigators
  • Cleaned, validated and feature engineered real-world data from Israel’s largest HMO database (Clalit Research Room)
  • Processed diverse data types (demographic and clinical features, time data, purchase history)
  • Executed advanced statistical analyses and ML workflows, with an emphasis on survival (time-to-event) analyses
  • Created (journal quality) high resolution visualizations and clean summary tables of results
  • Clear communication of results and guiding non-technical researchers through the inference process, including co-authoring 2 manuscripts

M.S.C THESIS ON GWAS

Supervised by Prof. Saharon Rosset, TAU.

2025 - Present

  • Developing estimation methods for percentiles in permutation tests for high-dimensional genomic data
  • Applying advanced MCMC and Importance Sampling techniques in computational simulations
  • Focused on high-dimensional inference and determining significance thresholds for genome-wide studies

Clinical Data Analyst and Regulatory-Finance Study Coordinator

Psychiatric and Cancer Research Units, Emek Medical Center.

2022 - 2024

  • Performed parametric and non-parametric statistical analyses for clinical trial data over multiple research projects
  • Managed financial aspects of global studies, including budgetary appendices and negotiations and payment tracking
  • Exclusively handled regulatory affairs and communications with Helsinki committee for over 50 simultaneous studies