Some Computational Details of Configural Sampling Methods.

Abstract

Numerical evaluation of the optimum estimate via configural sampling involves evaluation of several double integrals. These integrals represent expectations over a distribution conditioned on the observed configuration. Theoretically, any location-scale invariant definition of the configuration will suffice, though numerically, some choices are better than others. A related concern is the change-of-variables used to map the region of integration, originally the half-plane, onto a fixed region, such as the unit square. This report is of use to the reader both as a guide to the pitfalls and curiosities of the computations presently recommended. (Author)

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Document Details

Document Type
Technical Report
Publication Date
Mar 30, 1981
Accession Number
ADA105932

Entities

People

  • Daryl Pregibon
  • Katherine Bell

Organizations

  • Princeton University

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Coefficients
  • Computations
  • Data Analysis
  • Data Science
  • Estimators
  • Gaussian Quadrature
  • Grids
  • Information Science
  • Integrals
  • Integrators
  • Military Research
  • Order Statistics
  • Sampling
  • Statistics
  • Test And Evaluation
  • Two Dimensional
  • Universities

Readers

  • Finite Element Method (FEM) for solving Partial Differential Equations (PDEs)
  • Software Engineering
  • Statistical inference.