Introduction | R Code | C Code | Package Infrastructure

Motivation | The model-based recursive partitioning algorithm | Illustrations | Conclusion

Introduction | Lower Triangular Matrices | Marginal and Conditional Normal Distributions | Multivariate Normal Log-likelihoods | Maximum-likelihood Example | Continuous-discrete Likelihoods | Unstructured Gaussian Copula Estimation | Joint Mean and Covariance Estimation | User Interface | Reduced Rank Covariance Matrices | Package Infrastructure

Overview | Design and Implementation | User Interface by Example | Overview on 2.0 Series Features

Introduction | A Brief Theoretical Overview of Component-Wise Gradient Boosting | The Package mboost | Summary

Illustrations

Illustrations and Applications

INTRODUCTION | A CONCEPTUAL LEGO SYSTEM | PLAYING LEGO | DISCUSSION

Objectives | Maximum Test | Illustration and Application | Simulation Experiments | Computational Details | Conclusions | Acknowledgements | Example Analyses

Introduction | Recursive binary partitioning | Recursive partitioning by conditional inference | Examples | Illustrations and applications

Simple Examples | Multiple Comparison Procedures | Two-way ANOVA | Test Procedures | Quality Assurance

Introduction | Model and Parameters | Global and Simultaneous Inference | Applications | Implementation | Illustrations | Conclusion

Ordinal regression: The cumulative Logit Model | Variable Selection according to Pollet and Nettle | Stepwise Backward Selection | Variable Selection by Simultaneous Inference

Introduction | 1. A Simple Example | 2. Details | 3. Applications | References

Introduction | Permutation Tests | Illustrations and Applications | Quality Assurance | Acknowledgements

Introduction | Permutation tests in a nutshell | A class structure for permutation tests | Interfaces to permutation inference | Permutation tests in practice: A categorical data example | Odds and ends | Expectation and covariance

Maternal Characteristics | Statistical Analysis

Introduction | Glaucoma | Bagging | Indirect Classification | Error Rate Estimation | Summary