Kneib, Thomas

Statistical Modelling and Regression Structures

Kneib, Thomas - Statistical Modelling and Regression Structures, ebook


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Table of contents

1. The Smooth Complex Logarithm and Quasi-Periodic Models
H. C. Eilers

2. P-spline Varying Coefficient Models for Complex Data
Brian D. Marx

3. Penalized Splines, Mixed Models and Bayesian Ideas
Göran Kauermann

4. Bayesian Linear Regression — Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict
Gero Walter, Thomas Augustin

5. An Efficient Model Averaging Procedure for Logistic Regression Models Using a Bayesian Estimator with Laplace Prior
Christian Heumann, Moritz Grenke

6. Posterior and Cross-validatory Predictive Checks: A Comparison of MCMC and INLA
Leonhard Held, Birgit Schrödle, Håvard Rue

7. Data Augmentation and MCMC for Binary and Multinomial Logit Models
Sylvia Frühwirth-Schnatter, Rudolf Frühwirth

8. Generalized Semiparametric Regression with Covariates Measured with Error
Thomas Kneib, Andreas Brezger, Ciprian M. Crainiceanu

9. Determinants of the Socioeconomic and Spatial Pattern of Undernutrition by Sex in India: A Geoadditive Semi-parametric Regression Approach
Christiane Belitz, Judith Hübner, Stephan Klasen, Stefan Lang

10. Boosting for Estimating Spatially Structured Additive Models
Nikolay Robinzonov, Torsten Hothorn

11. Generalized Linear Mixed Models Based on Boosting
Gerhard Tutz, Andreas Groll

12. Measurement and Predictors of a Negative Attitude towards Statistics among LMU Students
Carolin Strobl, Friedrich Leisch, Christian Dittrich, Christian Seiler, Sandra Hackensperger

13. Graphical Chain Models and their Application
Iris Pigeot, Stephan Klasen, Ronja Foraita

14. Indirect Comparison of Interaction Graphs
Ulrich Mansmann, Markus Schmidberger, Ralf Strobl, Vindi Jurinovic

15. Modelling, Estimation and Visualization of Multivariate Dependence for High-frequency Data
Erik Brodin, Claudia Klüppelberg

16. Ordinal- and Continuous-Response Stochastic Volatility Models for Price Changes: An Empirical Comparison
Claudia Czado, Gernot Müller, Thi-Ngoc-Giau Nguyen

17. Copula Choice with Factor Credit Portfolio Models
Alfred Hamerle, Kilian Plank

18. Penalized Estimation for Integer Autoregressive Models
Konstantinos Fokianos

19. Bayesian Inference for a Periodic Stochastic Volatility Model of Intraday Electricity Prices
Michael Stanley Smith

20. Online Change-Point Detection in Categorical Time Series
Michael Höhle

21. Multiple Linear Panel Regression with Multiplicative Random Noise
Hans Schneeweiß, Gerd Ronning

22. A Note on Using Multiple Singular Value Decompositions to Cluster Complex Intracellular Calcium Ion Signals
Josue G. Martinez, Jianhua Z. Huang, Raymond J. Carroll

23. On the self-regularization property of the EM algorithm for Poisson inverse problems
Axel Munk, Mihaela Pricop

24. Sequential Design of Computer Experiments for Constrained Optimization
Brian J. Williams, Thomas J. Santner, William I. Notz, Jeffrey S. Lehman

Keywords: Statistics, Statistics, general, Statistical Theory and Methods

Publication year
Page amount
21 pages
Natural Sciences

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