Bootstrap Method and its Application in BiologyMu, X UCarlo, Monte
Davison, A. C., and Hinkley, D. V. (1997).Bootstrap Methods and Their Application, Cambridge University Press: Cambridge. Efron, B., and Tibshirani, R. J. (1993).An Introduction to the Bootstrap, Chapman Hall: New York. More literature ... ...
[1] T. Kalibera and R. Jones, “Quantifying performance changes with effect size confidence intervals”, University of Kent, Technical Report 4–12, June 2012. Available:URL [2] A. C. Davison and D. V. Hinkley, “Bootstrap methods and their application” ...
Using the bootstrap method, valid bootstrap confidence intervals can be constructed for all common estimators such as the sample mean, median, proportion, difference in means, and difference in proportions. We estimated BCa bootstrap confidence intervals using the bootstrap procedure in STATA v8 [...
(. However, the difference is going to be small when the number of bootstrap samples is large. You can read more on that in: Chapter 4 of A.C. Davison and D.V. Hinkley (1997)Bootstrap Methods and their Application. Cambridge: Cambridge University Press....
Functional delta-method for the bootstrap of quasi-Hadamard differentiable functionals quasi-Hadamard differentiable functionals bootstrap consistency of the plug-in estimator follows from bootstrap consistency of the respective empirical process. ... E Beutner,Zhle, Henryk - arXiv e-prints 被引量: ...
Compute the 95% confidence interval for the capability index by using 2000 bootstrap samples. By default,bootciuses the bias corrected and accelerated percentile method to construct the confidence interval. ci = bootci(2000,capable,y) ci =2×10.5937 0.9900 ...
The situation is analysed from the point of view of bootstrap testing, and an exact quantitative account is given of the error in rejection probability of a bootstrap test. A particular method of estimating the MA parameter is recommended, as it leads to very little distortion even when the ...
This paper provides a method for determining the exact finite sample properties of the bootstrap. Previously, information about bootstrap performance has been primarily limited to asymptotic properties and Monte Carlo experiments. The exact small sample properties of most bootstrap procedures have not be...
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