Statistical Modelling and Regression Structures
Festschrift in Honour of Ludwig Fahrmeir
Editors: Kneib, Thomas, Tutz, Gerhard (Eds.)
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- About this book
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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
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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)
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The Smooth Complex Logarithm and Quasi-Periodic Models
Pages 1-17
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P-spline Varying Coefficient Models for Complex Data
Pages 19-43
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Penalized Splines, Mixed Models and Bayesian Ideas
Pages 45-58
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Bayesian Linear Regression — Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict
Pages 59-78
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An Efficient Model Averaging Procedure for Logistic Regression Models Using a Bayesian Estimator with Laplace Prior
Pages 79-90
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Table of contents (24 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Statistical Modelling and Regression Structures
- Book Subtitle
- Festschrift in Honour of Ludwig Fahrmeir
- Editors
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- 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
