Consulting services are available for the following areas:

Corporate appearances, presentations, and training

Legal consultations for statistical data analysis, expert witness, depositions

Guest lectures for graduate-level data science, computer science, and statistics courses

Statistical lectures for medical residents/fellows

Descriptive statistics

Manifold learning and non-linear dimension reduction

Transforming data, determining cluster structure, class discovery, and cluster validity

Super-resolution root MUSIC and component subtraction

Association (correlation, distance)

Independent 2- and k-sample hypothesis testing for equality of means (continuous), proportions (binary), frequencies (categorical)

Predictive analytics and regression modeling (linear multiple regression, multivariate linear, binary logistic, polytomous logistic, Cox proportional hazards, Poisson (additive, multiplicative, geometric, and non-linear) and regression diagnostics

Class prediction (classification analysis)

Longitudinal analysis and survival analysis

Text mining and sentiment analysis

Monte Carlo uncertainty analysis (with correlated quantiles) from 26 probability distributions

Monte Carlo cost analysis for architecture, construction, business, and economics