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RSSStatistical Modelling and Regression Structures | ||||||||||||||||||||||
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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 | ||||||||||||||||||||||
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