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Measurement Error

In: The Work of Raymond J. Carroll

Author

Listed:
  • John P. Buonaccorsi

    (University of Massachusetts)

  • Aurore Delaigle

    (University of Melbourne)

Abstract

It is both a privilege and a challenge to summarize Ray Carroll’s contributions in measurement error. Ray literally wrote the book on the topic with coauthors David Ruppert, Len Stefanski, and Ciprian Crainiceanu (Carroll et al., 2006), and his fingerprints are present in a huge amount of published research on measurement error over the past 30 years. In addition to the book, Ray has authored or coauthored close to 100 papers involving measurement error alone, addressing a vast array of problems. His work covers models from the fairly simple to the very complex with an emphasis ranging from the relatively applied to the highly theoretical. Our detailed discussion of Ray’s work concentrates heavily on the twelve papers appearing in this volume, although this only scratches the surface of his contributions. We first discuss parametric models ([MEM-1]-[MEM-4] and [MEM-7]-[MEM-9]), then turn to non-parametric and semi-parametric models including deconvolution problems ([MEM-5],[MEM-6],[MEM-10]-[MEM-11]).

Suggested Citation

  • John P. Buonaccorsi & Aurore Delaigle, 2014. "Measurement Error," Springer Books, in: Marie Davidian & Xihong Lin & Jeffrey S. Morris & Leonard A. Stefanski (ed.), The Work of Raymond J. Carroll, edition 127, chapter 0, pages 1-154, Springer.
    • Handle: RePEc:spr:sprchp:978-3-319-05801-6_1
    DOI: 10.1007/978-3-319-05801-6_1
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