Sentence examples for bootstrap methods for the from inspiring English sources
In addition, the paper introduces an alternative Markov model for analyzing the up-and-down method which improves that proposed by Chao and Fuh [Chao MT, Fuh CD. Bootstrap methods for the up and down test on pyrotechnics sensitivity analysis.
As a result, it recommended using the bootstrap method for the combined LRLs.
The present example demonstrates that using a bootstrap method for the estimation of outcome-probability confidence intervals provides useful additional information about score-class statistics, guiding physicians towards the most convenient model for predicting morbidity outcomes in their clinical context.
We present results of simulations designed to assess the asymptotic validity of different bootstrap methods for estimating the distribution of Φ(Pn).
There is already a rich class of bootstrap methods for clustered data in the literature but there is an absence of detailed theoretical results on the properties of these methods [ 39].
Although, the u's are unknown and cannot be estimated, the bias term can be estimated by bootstrap methods (for a detailed discussion of the bootstrapping approach, see Efron and Tibshirani [ 1] and Simar and Wilson [ 10]).
Since we use the bootstrap method for computing the standard errors, the complex matching does not present any analytical problem.
This paper's main contribution is to propose and theoretically justify the application of bootstrap methods for inference in autoregressive panel data models with fixed effects.
We have shown that the use of bootstrap methods for analysis (calculation of p-values, SE and CIs) appears to offer little advantage compared to standard methods in the four datasets studied.
To justify the choice of the bootstrap method for selecting the optimal smoothing parameter, we have presented the integrated squared error as a function of the smoothing parameter h. Figure 2 shows the obtained results with bootstrap, cross-validation, and rule-of-thumb methods.
In this paper, we apply the bootstrap method for calculating the lower confidence bounds of the index CTPU, and determine the sample size for a specified estimation accuracy.
