Six (or So) Things You Can Do with a Bad Model

Abstract

Many models used in policy or systems analysis either cannot be validated in any fully adequate sense, such as by comparing them with actual data, or could adequately be validated but have not been. For example, in the area of combat analysis, the central models are arguably almost entirely unvalidated and most will never be susceptible to adequate validation. Nevertheless, such models are often used and can be used fruitfully, even though we have no theory for how to use them or how to interpret and place value on the results they produce. This paper takes a step toward providing such a theory by focusing on the logic that should govern the use of inadequately validated models and the costs and benefits of using them. To this end, it identifies and evaluates six legitimate uses to which such models can be put.

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Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1991
Accession Number
ADA252535

Entities

People

  • James S. Hodges

Organizations

  • RAND Corporation

Tags

Communities of Interest

  • Energy and Power Technologies
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Air Force Facilities
  • Air Power
  • Attrition
  • Commerce
  • Computers
  • Logistics
  • Mathematical Models
  • Models
  • Operations Research
  • Personnel Management
  • Scientific Theories
  • Simulators
  • Standards
  • Systems Analysis
  • Training
  • Warfare

Readers

  • Software Verification and Validation.
  • Strategic Security Studies
  • Theoretical Analysis.