Pradeep Singh
Professor of Statistics & Data Science Consultant
Southeast Missouri University
Professional Experience
Over two decades of expertise in statistics and data science
✓Key Achievements
- Over 23 years of experience in statistics & data science consulting, advising, research and teaching
- Extensively applied advanced statistical methods using SAS and R
- Established and led Statistical Consulting Center
- Supervised several graduate students' theses
- Utilized machine learning methods for healthcare analytics
★Areas of Expertise
- Subject matter expert in infectious diseases and critical care
- Published research in professional journals and conferences
- Departmental leadership and committee service
- Comprehensive teaching experience from college algebra to graduate statistics
Notable Projects
Recent research and consulting initiatives
1Multiple Imputation
Fall 2017 - Present
- •Nonparametric multiple imputation using Random Forest classification
- •Simulation study for missing cancer stage data
2Time Series Analysis
Fall 2017 - Present
- •Developed Airline Error Correction Model (AECM)
- •CO forecasting using traffic and environmental variables
- •Cointegration and Granger Causality analysis
3False Discovery Rate
Fall 2014 - Present
- •FDR control in genomic studies
- •Comparison of multiple testing procedures
- •Machine learning methods for non-normal distributions
4Substance Abuse Treatment Analysis
Fall 2017 - Present
- •MLRM and Random Forest Classification models
- •Analysis of TEDS-D 2017 dataset
- •Predictive modeling for treatment dropout
5Research Collaborations
2002 - Present
- •Medical research statistics consulting
- •Thesis advising for master's students
- •Peer-reviewed publications
Contact Information
Mailing Address
One University Plaza, MS 6700
Cape Girardeau, MO 63701