Ordinal Logistic Regression Algorithm

An Ordinal Logistic Regression Algorithm is a logistic regression algorithm that is an ordinal regression algorithm.

• Example(s):
  • Bayesian Ordinal Logistic Regression.
  • …
• Counter-Example(s):
  • an Ordinal Decision Tree Algorithm.
• See: Pointwise Ordinal Regression Algorithm.

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References

2008

• (Warner, 2008) ⇒ Pamela Warner. (2008). “Ordinal Logistic Regression.” Journal of Family Planning and Reproductive Health Care 34, no. 3

2005

• (Liu & Agresti, 2005) ⇒ Ivy Liu, and Alan Agresti. (2005). “The Analysis of Ordered Categorical Data: An Overview and a Survey of Recent Developments.” Test 14, no. 1

2005

• (Mwalili et al., 2005) ⇒ Samuel M Mwalili, Emmanuel Lesaffre, and Dominique Declerck. (2005). “A Bayesian Ordinal Logistic Regression Model to Correct for Interobserver Measurement Error in a Geographical Oral Health Study.” In: Journal of the Royal Statistical Society: Series C (Applied Statistics), 54(1).
  • QUOTE: We present an approach for correcting for interobserver measurement error in an ordinal logistic regression model taking into account also the variability of the estimated correction terms.

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