Multiple Decision Procedures in Analysis of Variance and Regression Analysis.

Abstract

We consider testing of the homogeneity hypothesis in the one-way ANOVA model and testing for the significance of regression in the multiple linear regression model. Unlike in the classical approach, there is no alternative hypothesis to accept when the null hypothesis is rejected. When there is a substantial deviation from the null hypothesis we reject the null hypothesis and also identify the independent variables or the levels that contributed most towards the deviation from the null hypothesis.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1996
Accession Number
ADA318333

Entities

People

  • D. Y. Huang
  • S. Panchapakesan
  • Sumedha Gupta

Organizations

  • Purdue Research Foundation

Tags

Communities of Interest

  • C4I

DTIC Thesaurus Topics

  • Abstracts
  • Analysis Of Variance
  • Classification
  • Data Analysis
  • Data Mining
  • Data Science
  • Equations
  • Information Science
  • Military Research
  • Probability
  • Random Variables
  • Regression Analysis
  • Statistical Samples
  • Statistics
  • Students
  • Test Methods
  • Universities

Fields of Study

  • Mathematics

Readers

  • Regression Analysis.