Behavioral Analytics

In addition to our specialized psychometric services, VPG offers more general statistical/data analysis consulting. We are able to provide expert analysis using a wide range of statistical techniques for a large variety of data sources, such as clinical trials, educational testing, or player performance data, just to name a few. Please contact as at to discuss what analyses are best suited to your data and goals.

General Techniques

  • General Linear Models (Regression, ANOVA, ANCOVA, MANOVA, MANCOVA)
  • Categorical Data Analysis
  • Generalized Linear Models

Longitudinal or Nested Data Techniques

  • Repeated Measures ANOVA
  • Latent Growth Curve Models
  • Linear and Generalized Linear Mixed Effects Models
  • Hierarchical Linear Models (or Multilevel Models)
  • Covariance Pattern Models
  • Generalized Estimating Equations

Latent Variable and Grouping Techniques

  • Structural Equation Models
  • Latent Class Analysis
  • Latent Profile Analysis
  • Latent Transition Analysis
  • Zero-inflated Count Models
  • Cluster Analysis

Event Occurrence Techniques

  • Kaplan-Meier Method
  • Discrete-Time Hazard Models
  • Continuous-Time Hazard Models (Cox Regression)

Other Techniques

  • Graphical Analysis
  • Missing Data Analysis
  • Monte Carlo Simulations

Experimental and Quasi-Experimental Design