Pradeep Singh
Professor of Statistics & Data Science Consultant
Southeast Missouri University
23+
Years Experience
11
Published Papers
50+
Collaborations
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
Multiple Imputation
Fall 2017 - Present
- Nonparametric multiple imputation using Random Forest classification
- Simulation study for missing cancer stage data
Time Series Analysis
Fall 2017 - Present
- Developed Airline Error Correction Model (AECM)
- CO forecasting using traffic and environmental variables
- Cointegration and Granger Causality analysis
False Discovery Rate
Fall 2014 - Present
- FDR control in genomic studies
- Comparison of multiple testing procedures
- Machine learning methods for non-normal distributions
Substance Abuse Treatment Analysis
Fall 2017 - Present
- MLRM and Random Forest Classification models
- Analysis of TEDS-D 2017 dataset
- Predictive modeling for treatment dropout
Research 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