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    Dependence in Probability and Statistics

Dependence in Probability and Statistics

Patrice Bertail, Paul Doukhan, Philippe Soulier
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      This book gives an account of recent developments in the field of probability and statistics for dependent data. It covers a wide range of topics from Markov chain theory and weak dependence with an emphasis on some recent developments on dynamical systems, to strong dependence in times series and random fields. There is a section on statistical estimation problems and specific applications. The book is written as a succession of papers by field specialists, alternating general surveys, mostly at a level accessible to graduate students in probability and statistics, and more general research papers mainly suitable to researchers in the field.
      Format: CONTRIBUTORS: Patrice Bertail, Paul Doukhan, Philippe Soulier EAN: 9780387317410 COUNTRY: United States PAGES: WEIGHT: 1540 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2006-05-24 CITY: GENRE: MATHEMATICS / Probability & Statistics / General WIDTH: 155 cm SPINE:

      Book Themes:

      Probability and statistics, Stochastics

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      This book gives an account of recent developments in the field of probability and statistics for dependent data. It covers a wide range of topics from Markov chain theory and weak dependence with an emphasis on some recent developments on dynamical systems, to strong dependence in times series and random fields. There is a section on statistical estimation problems and specific applications. The book is written as a succession of papers by field specialists, alternating general surveys, mostly at a level accessible to graduate students in probability and statistics, and more general research papers mainly suitable to researchers in the field.
      Format: CONTRIBUTORS: Patrice Bertail, Paul Doukhan, Philippe Soulier EAN: 9780387317410 COUNTRY: United States PAGES: WEIGHT: 1540 g HEIGHT: 235 cm
      PUBLISHED BY: Springer-Verlag New York Inc. DATE PUBLISHED: 2006-05-24 CITY: GENRE: MATHEMATICS / Probability & Statistics / General WIDTH: 155 cm SPINE:

      Book Themes:

      Probability and statistics, Stochastics

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