Bootstrapping and Related Techniques

Bootstrapping and Related Techniques

 

66,41 €
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Editorial:
Springer Nature B.V.
Año de edición:
1992
Materia
Probabilidad y estadística
ISBN:
9783540550037
66,41 €
IVA incluido
Disponible

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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).

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