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Dynamic Linear Models With R /Giovanni Petris, Sonia Petrone, Patrizia Campagnoli.

By: Contributor(s): Material type: TextTextSeries: Use R!Publication details: Dordrecht ; New York : Springer, c2009.Description: xiii, 251 p. : ill. ; 24 cmISBN:
  • 9780387772370
  • 0387772375
  • 9780387772387
  • 0387772383
Subject(s): LOC classification:
  • QA276.45.R3 P11
Online resources:
Contents:
Introduction : basic notions about Bayesian inference -- Dynamic linear models -- Model specification -- Models with unknown parameters -- Sequential Monte Carlo methods -- Appendix A: Useful distributions -- Appendix B: Matrix algebra : singular value decomposition.
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Includes bibliographical references and index.

Introduction : basic notions about Bayesian inference -- Dynamic linear models -- Model specification -- Models with unknown parameters -- Sequential Monte Carlo methods -- Appendix A: Useful distributions -- Appendix B: Matrix algebra : singular value decomposition.

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