Research on the Technology of Inference and Decision

Abstract

This report summarizes twelve months of research on the technology of inference and decision. Theoretical research and experimental work on three major topics; elicitation of subjective probabilities, multi-attribute utility theory, and the application of decision technology, is discussed. Experimental work showed that simple averaging of individual's probability judgments to form a group judgment did not differ significantly from behavioral interaction in final quality of the judgments as evaluated by a quadratic scoring rule. Other experimental work indicated that elicitation techniques were of significant importance to the quality of judgments. Response scales were found to affect both the magnitude and veridicality of probabilistic judgment. In the assessment of subjective probability distributions elicitation technique was found to interact with the type of distribution used to generate the data in that biases introduced in subjective probability distributions varied as a function of the uncertain quantity being assessed.

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Document Details

Document Type
Technical Report
Publication Date
Nov 01, 1977
Accession Number
ADA056921

Entities

People

  • Richard John
  • Ward Edwards
  • William Stillwell

Tags

Communities of Interest

  • C4I
  • Human Systems

DTIC Thesaurus Topics

  • Behavioral Sciences
  • Biological Sciences
  • Computer Science
  • Engineering
  • Human Factors Engineering
  • Information Processing
  • Military Research
  • Probability
  • Probability Distributions
  • Psychology
  • Simulations
  • Social Sciences
  • Students
  • Systems Engineering
  • Systems Management
  • War Colleges
  • Waste Disposal Facilities

Fields of Study

  • Psychology

Readers

  • Regression Analysis.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference