Change Analysis and Fisher-Score Change Processes

Abstract

This paper aims to synthesize classical statistical methods and changepoint hypothesis testing and to contribute to solutions of the historical basic applied problem of statistics: distinguish change (of the model) from fluctuation (within the model), the variability expected under homogeneity. Contents are: 0. Goals, (1) Comparison, change analysis as probability study of (X,Y); (2) Asymptotic distributions of sample change processes; (3) One way analysis of variance (AOV); (4) Change analysis approach to AOV; (5) Components of change analysis; (6) Four phases of change analysis (7) Nonparametric statistics from multisample analysis; (8) Fisher-Score change processes.

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Document Details

Document Type
Technical Report
Publication Date
May 01, 1992
Accession Number
ADA254707

Entities

People

  • Emanuel Parzen

Organizations

  • Texas A&M University

Tags

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Data Analysis
  • Data Mining
  • Data Science
  • Distribution Functions
  • Information Science
  • Network Science
  • Nonparametric Statistics
  • Probability
  • Random Variables
  • Statistical Algorithms
  • Statistical Analysis
  • Statistical Data
  • Statistical Inference
  • Statistics
  • Stochastic Processes

Fields of Study

  • Mathematics

Readers

  • Organizational Process Management (OPM).
  • Statistical inference.