Title | Bootstrapping and Related Techniques [electronic resource] : Proceedings of an International Conference, Held in Trier, FRG, June 4-8, 1990 / edited by Karl-Heinz Jรถckel, Gรผnter Rothe, Wolfgang Sendler |
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Imprint | Berlin, Heidelberg : Springer Berlin Heidelberg, 1992 |
Connect to | http://dx.doi.org/10.1007/978-3-642-48850-4 |
Descript | VIII, 247 p. online resource |
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 โ Some Preliminary Results -- Bootstrap procedures For AR ( ) โ 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 RAOโs Test in Multivariate Regression (invited)