Cross Validated Spline Methods for Direct and Indirect Sensing Experiments.

Abstract

We first give an overview of cross-validated smoothing spline methods for the analysis of data from direct and indirect sensing experiments. Then we summarize some results involving two particular applications of the approach: (1) a deconvolution problem with nonnegativity constraints on the solution; (2) estimation of horizontal divergence and vorticity from discrete, scattered, global measurements of the upper air wind field.

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1982
Accession Number
ADA122151

Entities

People

  • Grace Wahba

Organizations

  • University of Wisconsin Madison Department of Statistics

Tags

Communities of Interest

  • Biomedical
  • Space

DTIC Thesaurus Topics

  • Boundary Value Problems
  • Computational Science
  • Data Analysis
  • Differential Equations
  • Equations
  • Grids
  • Information Science
  • Integral Equations
  • Integrals
  • Measurement
  • Military Research
  • Numerical Analysis
  • Partial Differential Equations
  • Statistical Decision Theory
  • Statistics
  • Theorems
  • Weather Forecasting

Fields of Study

  • Mathematics

Readers

  • Finite Element Method (FEM) for solving Partial Differential Equations (PDEs)
  • Operations Research
  • Radar Systems Engineering.