Recent Advances in Linear Models and Related Areas

Essays in Honour of Helge Toutenburg

Editors: Shalabh, Heumann, Christian (Eds.)

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About this book

The theory of linear models and regression analysis plays an essential role in the development of methods for the statistical modelling of data.

The book presents the most recent developments in the theory and applications of linear models and related areas of active research. The contributions include topics such as boosting, Cox regression models, cluster analysis, design of experiments, feasible generalized least squares, information theory, matrix theory, measurement error models, missing data models, mixture models, panel data models, penalized least squares, prediction, regression calibration, spatial models and time series models.

Several contributions illustrate applications in biomedical research, economics, finance, genetic epidemiology and medicine.

Reviews

From the reviews:

“This is a festschrift for Professor Helge Toutenburg on the occasion of his 65th birthday. … In addition, the general mixture model class is presented and several special cases are discussed … . This great variety of topics, as well as the very clear style of the presentation makes a pleasant reading. Overall, if I had to recommend a good book on recent advances in the study of linear models, I would choose this one.”­­­ (J. A. Pardo, Statistical Papers, Vol. 52, 2011)

“This edited volume attempts to present some recent developments in linear models and related areas. … This collection comprises 24 papers to honor the contributions of Helge Toutenburg, an accomplished and established statistician, on his 65th birthday. … This volume will be useful and of interest to the intended audience—experienced researchers as well as practitioners in the field of linear models.” (Technometrics, Vol. 51 (2), May, 2009)


Table of contents (24 chapters)

Table of contents (24 chapters)
  • On the Identification of Trend and Correlation in Temporal and Spatial Regression

    Fahrmeir, Ludwig (et al.)

    Pages 1-27

  • Estimating the Number of Clusters in Logistic Regression Clustering by an Information Theoretic Criterion

    Qian, Guoqi (et al.)

    Pages 29-43

  • Quasi Score and Corrected Score Estimation in the Polynomial Measurement Error Model

    Schneeweiss, Hans

    Pages 45-58

  • Estimation and Finite Sample Bias and MSE of FGLS Estimator of Paired Data Model

    Qian, Weiqiang (et al.)

    Pages 59-78

  • Prediction of Finite Population Total in Measurement Error Models

    Kim, Hyang Mi (et al.)

    Pages 79-93

Buy this book

eBook 101,14 €
price for Spain (gross)
  • ISBN 978-3-7908-2064-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-7908-2063-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 124,79 €
price for Spain (gross)
  • ISBN 978-3-7908-2561-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Recent Advances in Linear Models and Related Areas
Book Subtitle
Essays in Honour of Helge Toutenburg
Editors
  • Shalabh
  • Christian Heumann
Copyright
2008
Publisher
Physica-Verlag Heidelberg
Copyright Holder
Physica-Verlag Heidelberg
eBook ISBN
978-3-7908-2064-5
DOI
10.1007/978-3-7908-2064-5
Hardcover ISBN
978-3-7908-2063-8
Softcover ISBN
978-3-7908-2561-9
Edition Number
1
Number of Pages
XV, 445
Topics