Bootstrapping and Related Techniques

This book contains 30 selected, refereed papers from an in- ternational conference on bootstrapping and related techni- ques held in Trier 1990. Thepurpose of the book is to in- form about recent research in the area of bootstrap, jack- knife and Monte Carlo Tests. Addressing the novice and the expert it covers as well theoretical as practical aspects of these statistical techniques. Potential users in different disciplines as biometry, epidemiology, computer science, economics and sociology but also theoretical researchers s- hould consult the book to be informed on the state of the art in this area.

Klappentext

This book contains 30 selected, refereed papers from an in-ternational conference on bootstrapping and related techni-ques held in Trier 1990. Thepurpose of the book is to in-form about recent research in the area of bootstrap, jack-knife and Monte Carlo Tests. Addressing the novice and theexpert it covers as well theoretical as practical aspects ofthese statistical techniques. Potential users in differentdisciplines as biometry, epidemiology, computer science,economics and sociology but also theoretical researchers s-hould consult the book to be informed on the state of theart in this area.

Inhalt
Random Number Generation (1).- Principles for generating Non-Uniform Random Numbers (invited).- Special Methods for pseudorandom Number Generation (invited).- Monte-Carlo-Techniques in Inferential Statistics (2).- Designing Bootstrap Prediction Regions (invited).- The Generalized Bootstrap (invited).- Simulation-Based Multiple Comparisons: Background, Philosophy and Extensions to the Multivariate General Linear Model (invited).- Applications of Monte Carlo Methods in Spatial and Image Analysis (invited).- Bootstrap Bands for Confidence and Prediction Regions (3).- Confidence Bands for Probability Distributions on Vapnik-Chervonenkis Classes of Sets in Arbitrary Sample Spaces Using the Bootstrap.- Bootstrap Confidence Bands (invited).- Applying the Bootstrap to Generate Confidence Regions in Multiple Correspondence Analysis.- Bootstrap for Statistical Tests (4).- Permutation versus Bootstrap Significance Tests in Multiple Regression and Anova.- Nonparametric Bootstrap Tests: Some Applications.- A Class of Combinations of Dependent Tests by a Resampling Procedure.- Bootstrap for Time Series (5).- A Bootstrap Approach for Nonlinear Autoregressions Some Preliminary Results.- Bootstrap procedures For AR ( ) processes.- Bootstrapping some Statistics useful in Identifying Anna Models.- Bootstrap Approximations to Prediction Intervals for Explosive AR(1)-Processes (invited).- Bootstrap for Linear Models (6).- Search for a Break in the Portuguese GDP 18331985 with Bootstrap Methods.- One-step Bootstrapping in Generalized Linear Models.- Bootstrap for Mean and Covariance Structure Models (invited).- Bootstrap: Selected Topics (7).- On the Bayesian Bootstrap.- Bootstrapping the Sample Quantile: A Survey (invited).- Bootstrapping Conditional Curves (invited).- ResamplingStochastic Processes using a Bootstrap Approach.- Applications in Epidemiology and Medical Statistics (8).- Exploring Heterogeneous Risk Structure: Comparison of a Bootstrapped Model Selection and Nonparametric Classification Technique.- Bootstrapping Current Life Table Estimators.- Jackknifing Estimators of a Common Odds Ratio from Several 2 X 2 Tables (invited).- An Application of the Bootstrap in Clinical Chemistry.- Applications of Monte-Carlo-Techniques (9).- Computer aided Simulation Analysis (CASA) in order to test Cost-Effectiveness of Drugs using the Example of Ceftriaxone (Rocephin).- Some Modelling and Simulation Issues Related to Bootstrapping (invited).- Supercomputers for Monte Carlo Simulation: Cross-Validation Versus RAO's Test in Multivariate Regression (invited).