A multivariate version of isotonic regression

Shoichi Sasabuchi, M. Inutsuka, D. D S Kulatunga

Research output: Contribution to journalArticle

27 Citations (Scopus)

Abstract

A multivariate generalization of isotonic regression is given enabling the study of statistical inference for ordered vector-valued parameters or sets of ordered parameters, including multivariate extensions of Bartholomew's . xk2 and Ek2.. An iterative algorithm for computing multivariate isotonic regression is proposed and studied.

Original languageEnglish
Pages (from-to)465-472
Number of pages8
JournalBiometrika
Volume70
Issue number2
DOIs
Publication statusPublished - Aug 1 1983

Fingerprint

Isotonic Regression
Multivariate Regression
Statistical Inference
Iterative Algorithm
Computing
Generalization
Multivariate regression
Statistical inference

All Science Journal Classification (ASJC) codes

  • Statistics, Probability and Uncertainty
  • Applied Mathematics
  • Mathematics(all)
  • Statistics and Probability
  • Agricultural and Biological Sciences (miscellaneous)
  • Agricultural and Biological Sciences(all)

Cite this

Sasabuchi, S., Inutsuka, M., & Kulatunga, D. D. S. (1983). A multivariate version of isotonic regression. Biometrika, 70(2), 465-472. https://doi.org/10.1093/biomet/70.2.465

A multivariate version of isotonic regression. / Sasabuchi, Shoichi; Inutsuka, M.; Kulatunga, D. D S.

In: Biometrika, Vol. 70, No. 2, 01.08.1983, p. 465-472.

Research output: Contribution to journalArticle

Sasabuchi, S, Inutsuka, M & Kulatunga, DDS 1983, 'A multivariate version of isotonic regression', Biometrika, vol. 70, no. 2, pp. 465-472. https://doi.org/10.1093/biomet/70.2.465
Sasabuchi S, Inutsuka M, Kulatunga DDS. A multivariate version of isotonic regression. Biometrika. 1983 Aug 1;70(2):465-472. https://doi.org/10.1093/biomet/70.2.465
Sasabuchi, Shoichi ; Inutsuka, M. ; Kulatunga, D. D S. / A multivariate version of isotonic regression. In: Biometrika. 1983 ; Vol. 70, No. 2. pp. 465-472.
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