Optimization in Statistics - An Introduction

Abstract

Optimization techniques play an important role in various areas of statistics. Examples from Estimation, nonparametric statistics, design of experiments, sample surveys, multivariate statistical inference, information theory and regression analysis are provided. (Author)

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Document Details

Document Type
Technical Report
Publication Date
Oct 01, 1981
Accession Number
ADA108653

Entities

People

  • Jagdish S. Rustagi

Organizations

  • Ohio State University

Tags

DTIC Thesaurus Topics

  • Calculus Of Variations
  • Data Science
  • Distribution Functions
  • Equations
  • Estimators
  • Experimental Design
  • Information Science
  • Information Theory
  • Maximum Likelihood Estimation
  • New York
  • Probability
  • Regression Analysis
  • Statistical Algorithms
  • Statistical Inference
  • Statistics
  • Surveys
  • Variational Methods

Fields of Study

  • Mathematics

Readers

  • Regression Analysis.
  • Systems Analysis and Design

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Machine Learning Algorithms