Statistical Modelling and Regression Structures

Festschrift in Honour of Ludwig Fahrmeir

Editors: Kneib, Thomas, Tutz, Gerhard (Eds.)

  • State of the art of statistical modelling

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eBook $109.00
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  • ISBN 978-3-7908-2413-1
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Hardcover $139.00
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  • ISBN 978-3-7908-2412-4
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Softcover $139.00
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  • ISBN 978-3-7908-2898-6
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About this book

The contributions collected in this book have been written by well-known statisticians to acknowledge Ludwig Fahrmeir's far-reaching impact on Statistics as a science, while celebrating his 65th birthday. The contributions cover broad areas of contemporary statistical model building, including semiparametric and geoadditive regression, Bayesian inference in complex regression models, time series modelling, statistical regularization, graphical models and stochastic volatility models.

Reviews

From the reviews:

“The festschrift is a collection of 24 contributions stemming from a wide area of statistical models ranging from semiparametric and geoadditive regression to Bayesian inference, time series modeling, statistical regularization, and others. The topics are of current interest. … The format of the volume is uniform and nicely presented … . will be a useful resource for graduate students, researchers, and practitioners with an interest in these topics. I think the festschrift deserves a broad readership.” (Technometrics, Vol. 52 (3), August, 2010)

Table of contents (24 chapters)

  • The Smooth Complex Logarithm and Quasi-Periodic Models

    Eilers, H. C.

    Pages 1-17

  • P-spline Varying Coefficient Models for Complex Data

    Marx, Brian D.

    Pages 19-43

  • Penalized Splines, Mixed Models and Bayesian Ideas

    Kauermann, Göran

    Pages 45-58

  • Bayesian Linear Regression — Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict

    Walter, Gero (et al.)

    Pages 59-78

  • An Efficient Model Averaging Procedure for Logistic Regression Models Using a Bayesian Estimator with Laplace Prior

    Heumann, Christian (et al.)

    Pages 79-90

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-3-7908-2413-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.00
price for USA
  • ISBN 978-3-7908-2412-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $139.00
price for USA
  • ISBN 978-3-7908-2898-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Statistical Modelling and Regression Structures
Book Subtitle
Festschrift in Honour of Ludwig Fahrmeir
Editors
  • Thomas Kneib
  • Gerhard Tutz
Copyright
2010
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Physica-Verlag Heidelberg
eBook ISBN
978-3-7908-2413-1
DOI
10.1007/978-3-7908-2413-1
Hardcover ISBN
978-3-7908-2412-4
Softcover ISBN
978-3-7908-2898-6
Edition Number
1
Number of Pages
XXIV, 472
Topics