Statistical Modelling and Regression Structures Festschrift in Honour of Ludwig Fahrmeir
The contributions collected in this book have been written by well-known statisticians to acknowledge Ludwig Fahrmeir's far-reaching impact on Statistics as a science, while celebrating his 65th birthday. The contributions cover broad areas of contemporary statistical model building, including...
| Other Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Heidelberg
Physica
2010, 2010
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| Edition: | 1st ed. 2010 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- The Smooth Complex Logarithm and Quasi-Periodic Models
- P-spline Varying Coefficient Models for Complex Data
- Penalized Splines, Mixed Models and Bayesian Ideas
- Bayesian Linear Regression #x2014; Different Conjugate Models and Their (In)Sensitivity to Prior-Data Conflict
- An Efficient Model Averaging Procedure for Logistic Regression Models Using a Bayesian Estimator with Laplace Prior
- Posterior and Cross-validatory Predictive Checks: A Comparison of MCMC and INLA
- Data Augmentation and MCMC for Binary and Multinomial Logit Models
- Generalized Semiparametric Regression with Covariates Measured with Error
- Determinants of the Socioeconomic and Spatial Pattern of Undernutrition by Sex in India: A Geoadditive Semi-parametric Regression Approach
- Boosting for Estimating Spatially Structured Additive Models
- Generalized Linear Mixed Models Based on Boosting
- Measurement and Predictors of a Negative Attitude towards Statistics among LMU Students
- Graphical Chain Models and their Application
- Indirect Comparison of Interaction Graphs
- Modelling, Estimation and Visualization of Multivariate Dependence for High-frequency Data
- Ordinal- and Continuous-Response Stochastic Volatility Models for Price Changes: An Empirical Comparison
- Copula Choice with Factor Credit Portfolio Models
- Penalized Estimation for Integer Autoregressive Models
- Bayesian Inference for a Periodic Stochastic Volatility Model of Intraday Electricity Prices
- Online Change-Point Detection in Categorical Time Series
- Multiple Linear Panel Regression with Multiplicative Random Noise
- A Note on Using Multiple Singular Value Decompositions to Cluster Complex Intracellular Calcium Ion Signals
- On the self-regularization property of the EM algorithm for Poisson inverse problems
- SequentialDesign of Computer Experiments for Constrained Optimization