Random Process Generation.

Abstract

'Random process generation' includes all aspects of modeling and generating (pseudo) random variates for driving probabilistic simulations on digital computers. Topics include the selection of appropriate statistical distributions, parameter determination, diagnostic checking, and generation of random variables. The research performed under the auspices of this contract emphasized the use of general four-parameter families of distribution during the first year. The second year concentrated on generation of random vectors from multivariate distributions. Several other topics were considered as well. A brief summary of the principal investigator's thoughts on the future of random process generation concludes the report.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 1980
Accession Number
ADA086758

Entities

People

  • Bruce W. Schmeiser

Organizations

  • Southern Methodist University

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Algorithms
  • Computer Science
  • Computer Simulations
  • Computers
  • Contracts
  • Demographic Cohorts
  • Digital Computers
  • Military Research
  • Operations Research
  • Probability
  • Probability Distributions
  • Random Variables
  • Simulations
  • Statistical Algorithms
  • Statistical Distributions
  • Statistics
  • Surveys

Readers

  • Calculus or Mathematical Analysis
  • Regression Analysis.
  • Technical Research and Report Writing.