Heumann, Christian

Recent Advances in Linear Models and Related Areas

Heumann, Christian - Recent Advances in Linear Models and Related Areas, ebook


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ISBN: 9783790820645
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Table of contents

1. On the Identification of Trend and Correlation in Temporal and Spatial Regression
Ludwig Fahrmeir, Thomas Kneib

2. Estimating the Number of Clusters in Logistic Regression Clustering by an Information Theoretic Criterion
Guoqi Qian, C. Radhakrishna Rao, Yuehua Wu, Qing Shao

3. Quasi Score and Corrected Score Estimation in the Polynomial Measurement Error Model
Hans Schneeweiss

4. Estimation and Finite Sample Bias and MSE of FGLS Estimator of Paired Data Model
Weiqiang Qian, Aman Ullah

5. Prediction of Finite Population Total in Measurement Error Models
Hyang Mi Kim, A. K. Md. Ehsanes Saleh

6. The Vector Cross Product and 4 × 4 Skew-symmetric Matrices
Götz Trenkler, Dietrich Trenkler

7. Simultaneous Prediction of Actual and Average Values of Response Variable in Replicated Measurement Error Models
Shalabh, Chandra Mani Paudel, Narinder Kumar

8. Local Sensitivity in the Inequality Restricted Linear Model
Huaizhen Qin, Alan T. K. Wan, Guohua Zou

9. Boosting Correlation Based Penalization in Generalized Linear Models
Jan Ulbricht, Gerhard Tutz

10. Simultaneous Prediction Based on Shrinkage Estimator
Anoop Chaturvedi, Suchita Kesarwani, Ram Chandra

11. Finite Mixtures of Generalized Linear Regression Models
Bettina Grün, Friedrich Leisch

12. Higher-order Dependence in the General Power ARCH Process and the Role of Power Parameter
Changli He, Hans Malmsten, Timo Teräsvirta

13. Regression Calibration for Cox Regression Under Heteroscedastic Measurement Error — Determining Risk Factors of Cardiovascular Diseases from Error-prone Nutritional Replication Data
Thomas Augustin, Angela Döring, David Rummel

14. Homoscedastic Balanced Two-fold Nested Model when the Number of Sub-classes is Large
Shu-Min Liao, Michael Akritas

15. QR-Decomposition from the Statistical Point of View
Hilmar Drygas

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

17. Optimal Central Composite Designs for Fitting Second Order Response Surface Linear Regression Models
Sung Hyun Park, Hyuk Joo Kim, Jae-Il Cho

18. Does Convergence Really Matter?
Jörg Drechsler, Susanne Rässler

19. OLS-Based Estimation of the Disturbance Variance Under Spatial Autocorrelation
Walter Krämer, Christoph Hanck

20. Application of Self-Organizing Maps to Detect Population Stratification
Nina Wawro, Iris Pigeot

21. Optimal Designs for Microarray Experiments with Biological and Technical Replicates
Rashi Gupta, Panu Somervuo, Sangita Kulathinal, Petri Auvinen

22. Weighted Mixed Regression Estimation Under Biased Stochastic Restrictions
Christian Heumann, Shalabh

23. Coin Tossing and Spinning – Useful Classroom Experiments for Teaching Statistics
Helmut Küchenhoff

24. Linear Models in Credit Risk Modeling
Thomas Nittner


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Keywords: MATHEMATICS / Probability & Statistics / General MAT029000

Publication year
Natural Sciences

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