Bootstrapping and Related Techniques
Proceedings of an International Conference, Held in Trier, FRG, June 4-8, 1990
Published on 15. January 1992
Book
Paperback/Softback
VIII, 247 pages
978-3-540-55003-7 (ISBN)
Description
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.
More details
Series
Edition
Softcover reprint of the original 1st ed. 1992
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
Professional and scholarly
Research
Illustrations
VIII, 247 p.
Dimensions
Height: 24.4 cm
Width: 17 cm
Weight
464 gr
ISBN-13
978-3-540-55003-7 (9783540550037)
DOI
10.1007/978-3-642-48850-4
Schweitzer Classification
Content
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).- 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).