An Algorithm for Isotonic Regression in the Plane.

Abstract

Algorithms for solving the isotone regression problem in two dimensions are difficult to implement because of the large number of lower sets present. A new algorithm for solving this problem, based on a simple iterative technique, is proposed and shown to converge to the correct solution.

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Document Details

Document Type
Technical Report
Publication Date
Apr 01, 1981
Accession Number
ADA102559

Entities

People

  • Richard L. Dykstra
  • Tim Robertson

Tags

Communities of Interest

  • Air Platforms

DTIC Thesaurus Topics

  • Algorithms
  • Classification
  • Computations
  • Convex Sets
  • Distribution Functions
  • Estimators
  • Frequency
  • Mathematics
  • Military Research
  • Missouri
  • New York
  • Probability
  • Random Variables
  • Statistical Inference
  • Statistics
  • Theorems
  • Universities

Fields of Study

  • Computer science

Readers

  • Operations Research
  • Regression Analysis.