Unification of Statistical Methods for Continuous and Discrete Data

Abstract

This paper introduces notation and concepts which establish unity and analogues between various steps of statistical data analysis, estimation, and hypothesis testing by expressing them in terms of optimization and function approximation using information criteria to compare two distributions. (CP)

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1990
Accession Number
ADA224307

Entities

People

  • Emanuel Parzen

Organizations

  • Texas A&M University

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Data Analysis
  • Data Mining
  • Data Science
  • Distribution Functions
  • Goodness Of Fit Tests
  • Information Science
  • New York
  • Normality
  • Probability
  • Probability Density Functions
  • Probability Distributions
  • Random Variables
  • Statistical Algorithms
  • Statistical Analysis
  • Statistical Data
  • Statistical Inference
  • Statistics

Fields of Study

  • Mathematics

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Business Analytics
  • Calculus or Mathematical Analysis