Obtaining Medians and Other Quantiles with Limited Memory Space

Abstract

This paper provides some basic methodologies for determining medians and other quantiles of data. They are applicable to data more numerous than conventional techniques can manage efficiently. The origins of the work are in ionospheric propagation assessment, but the results are generally applicable. Because these problems push computing facilities to their limit, the final implementation depends on the available facilities. Thus a complete solution cannot be presented, although important factors and techniques have been identified and potential effort savings estimated.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1992
Accession Number
ADA254506

Entities

People

  • B. K. Mcmillan

Organizations

  • Department of Defence

Tags

DTIC Thesaurus Topics

  • Accuracy
  • Algorithms
  • Classification
  • Computer Programming
  • Computers
  • Data Sets
  • Department Of Defense
  • Efficiency
  • Estimators
  • Interpolation
  • Magnetic Tape
  • Normal Distribution
  • Observation
  • Radio Frequency
  • Radio Waves
  • Standards
  • Test And Evaluation

Readers

  • Distributed Systems and Data Platform Development
  • Facility/Structural Engineering.
  • Regression Analysis.

Technology Areas

  • Space