A Multilevel AR(1) Model: Allowing for Inter-Individual Differences in Trait-Scores, Inertia, and Innovation Variance

No abstract is available for this paper.

• Publication year

  2015

• Venue

  Multivariate Behavioral Research

• Publication date

  2015-05-04

• Fields of study

  Medicine, Computer Science, Psychology

• Identifiers
  DOI 10.1080/00273171.2014.1003772PMID 26610033
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• arm: Data Analysis Using Regression and Multilevel/Hierarchical Models

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