Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions

No abstract is available for this paper.

• Publication year

  2024

• Venue

  Statistics in Biosciences

• Publication date

  2024-01-22

• Fields of study

  Medicine, Environmental Science, Psychology

• Identifiers
  DOI 10.1007/s12561-023-09410-9PMID 39494216PMCID PMC11529820
• 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.

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  2015influential reference
• Establishing a common metric for depressive symptoms: linking the BDI-II, CES-D, and PHQ-9 to PROMIS depression.

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• Invited Paper: The Rediscovery of Bifactor Measurement Models.

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• THE FOUNDATIONS OF CAUSAL INFERENCE

  2011cited by this paper
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• Sun-protection behaviors among African Americans.

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