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Effective User Feedback in Agile Development
 

STAT COE created a framework for collecting actionable user feedback by merging established survey principles with agile iterative methods.

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Advancements in Test and Evaluation of Autonomous Systems

Understanding the challenges, methods, and scientific practices for autonomous military system T&E to achieve DoD mission assurance through effective trustworthy employment of innovative autonomy capabilities.

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Model Validation Levels
 
 

An objective automatable metric that quantifies how much trust can be placed in the results of a model to represent the real world, enabling continuous tracking of model trust over the capability lifecycle.

Welcome to the STAT COE!

Our Mission

To develop and apply independent, tailored Scientific Test & Analysis Techniques (STAT) solutions to Test & Evaluation (T&E) that deliver insight to inform better decisions.

We accomplish this in three distinct ways:

 
 

Our Core Compentencies

  • Optimized Experimentation
    • Frequentist Statistics
    • Scientific Test & Analysis Techniques 
    • Optimal Tool and Method Selection 
    • Bayesian Statistics 
    • User Feedback Survey Design and Analysis
  • Reliability
    • Statistics of Model & Simulation (M&S) Application
    • Training Data Optimization
    • Model Evaluation (Validation, Uncertainty, Risk Quantification)
    • M&S-informed test design
  • T&E of Evolving Systems
    • Artificial Intelligence (AI)
    • Machine Learning
    • Autonomous Systems
    • Software-Intensive Systems
  • Data Analysis

Our Unique Qualities

  • Responsive, tailored application of STAT
  • Collective of individuals with unique backgrounds and specialties
  • Independent organization 
  • Access to tools, capabilities, and skills
  • Diverse portfolio and reach

Our Impact

  • Elevation of T&E across enterprise
  • Defensible solutions for test teams
  • Better informed acquisition decisions
  • STAT trained workforce
 
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Air Force Institute of Technology
2950 Hobson Way
Wright-Patterson Air Force Base, OH 45433-7765
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