Clustering curves based on change point analysis: a nonparametric Bayesian approach

Sarat C. Dass, Chae Young Lim, Tapabrata Maiti, Zhen Zhang

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)
Original languageEnglish
Pages (from-to)677-708
JournalStatistica Sinica
Volume25
Issue number2
DOIs
Publication statusPublished - Apr 2015

Keywords

  • Age-adjusted mortality rates
  • Bayesian non-parametrics
  • change-point analysis
  • clustering
  • conditional autoregressive Model (CAR)
  • Dirichlet process priors
  • Markov Chain Monte Carlo methods

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