Introduction to binary response regression and associated trend analyses

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

An introduction and tutorial is presented for regression and trend analyses when data are observed in the form of proportions. The basic binomial probability model is assumed. Emphasis is placed on quantal response analyses, useful when a concomitant predictor variable or other form of ordered measure is recorded with each proportion observation. These include regression methods and trend tests, residual analysis, and inverse regression/effective stimulus estimation.

Original languageEnglish (US)
Pages (from-to)269-281
Number of pages13
JournalJournal of Quality Technology
Volume30
Issue number3
DOIs
StatePublished - Jan 1 1998
Externally publishedYes

ASJC Scopus subject areas

  • Safety, Risk, Reliability and Quality
  • Strategy and Management
  • Management Science and Operations Research
  • Industrial and Manufacturing Engineering

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