Bootstrapping and Related Techniques: Proceedings of an International Conference, Held in Trier, Frg, June 4-8, 1990

ISBN-13: 9783540550037 / Angielski / Miękka / 1992 / 247 str.

Karl-Heinz Jackel; Ga1/4nther Rothe; Wolfgang Sendler

Opis

Contains 30 selected papers from an international conference on bootstrapping and related techniques held in Trier, Germany in 1990. Addressing the novice and expert, it covers both theoretical and practical aspects of these statistical techniques.

Spis treści

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 1833–1985 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).- Resampling Stochastic 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).