Assessment of a Bayesian Model and Test Validation Method

Abstract

Bayesian framework promising for validation: incorporates statistics of field data, incorporates statistics of M&S, and enables systematic evaluation of data variability. Systematic method for accepting and comparing M&S. Further refinement needed for calibration and sensitivity. Further research required for accreditations use.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Aug 11, 2009
Accession Number
ADA508230

Entities

People

  • Greg Hulbert
  • Michael K. Pozolo
  • Michael Kokkolaras
  • Panos Papalambros
  • Ren-jye Yang
  • Saeed Barbat
  • Yan Fu
  • Yogita Pai

Organizations

  • United States Army Tank Automotive Research, Development and Engineering Center

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Abstracts
  • Bayesian Networks
  • Calibration
  • Engineering
  • Field Tests
  • Ground Vehicles
  • Information Operations
  • Laboratory Tests
  • Michigan
  • Models
  • Simulations
  • Statistics
  • Systems Engineering
  • Test And Evaluation
  • Validation

Readers

  • Computational Fluid Dynamics (CFD)
  • Military Training and Readiness Simulation
  • Regression Analysis.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference