2008

Recent Advances in Linear Models and Related Areas

Essays in Honour of Helge Toutenburg

Authors:

ISBN: 978-3-7908-2063-8 (Print) 978-3-7908-2064-5 (Online)

Table of contents (24 chapters)

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  1. Front Matter

    Pages I-XV

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    Book Chapter

    Pages 1-27

    On the Identification of Trend and Correlation in Temporal and Spatial Regression

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    Book Chapter

    Pages 29-43

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

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    Book Chapter

    Pages 45-58

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

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    Book Chapter

    Pages 59-78

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

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    Pages 79-93

    Prediction of Finite Population Total in Measurement Error Models

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    Book Chapter

    Pages 95-104

    The Vector Cross Product and 4 × 4 Skew-symmetric Matrices

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    Book Chapter

    Pages 105-133

    Simultaneous Prediction of Actual and Average Values of Response Variable in Replicated Measurement Error Models

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    Book Chapter

    Pages 135-163

    Local Sensitivity in the Inequality Restricted Linear Model

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    Book Chapter

    Pages 165-180

    Boosting Correlation Based Penalization in Generalized Linear Models

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    Book Chapter

    Pages 181-204

    Simultaneous Prediction Based on Shrinkage Estimator

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    Book Chapter

    Pages 205-230

    Finite Mixtures of Generalized Linear Regression Models

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    Book Chapter

    Pages 231-251

    Higher-order Dependence in the General Power ARCH Process and the Role of Power Parameter

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    Book Chapter

    Pages 253-278

    Regression Calibration for Cox Regression Under Heteroscedastic Measurement Error — Determining Risk Factors of Cardiovascular Diseases from Error-prone Nutritional Replication Data

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    Book Chapter

    Pages 279-292

    Homoscedastic Balanced Two-fold Nested Model when the Number of Sub-classes is Large

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    Book Chapter

    Pages 293-311

    QR-Decomposition from the Statistical Point of View

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    Book Chapter

    Pages 313-322

    On Penalized Least-Squares: Its Mean Squared Error and a Quasi-Optimal Weight Ratio

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    Book Chapter

    Pages 323-339

    Optimal Central Composite Designs for Fitting Second Order Response Surface Linear Regression Models

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    Book Chapter

    Pages 341-355

    Does Convergence Really Matter?

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    Book Chapter

    Pages 357-366

    OLS-Based Estimation of the Disturbance Variance Under Spatial Autocorrelation

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    Book Chapter

    Pages 367-387

    Application of Self-Organizing Maps to Detect Population Stratification

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