Topic
Resampling
About: Resampling is a research topic. Over the lifetime, 5428 publications have been published within this topic receiving 242291 citations.
Papers published on a yearly basis
Papers
More filters
TL;DR: In this article, a permutation approach is proposed for matched pairs, whose distributions can have different shapes even under the null hypothesis of no treatment effect, and the limit of the studentized permutation distribution under alternatives, which can be used for the construction of $(1-\alpha)$-confidence intervals.
Abstract: We consider nonparametric ranking methods for matched pairs, whose distributions can have different shapes even under the null hypothesis of no treatment effect. Although the data may not be exchangeable under the null, we investigate a permutation approach as a valid procedure for finite sample sizes. In particular, we derive the limit of the studentized permutation distribution under alternatives, which can be used for the construction of $(1-\alpha)$-confidence intervals. Simulation studies show that the new approach is more accurate than its competitors. The procedures are illustrated using a real data set.
40 citations
TL;DR: In this article, distribution-free permutation tests and corresponding estimates for studying the effect of a treatment variable x on a response y were introduced, based on the assumption that the treatment values are assigned randomly to the subjects.
Abstract: Summary
We introduce distribution-free permutation tests and corresponding estimates for studying the effect of a treatment variable x on a response y. The methods apply in the presence of a multivariate covariate z. They are based on the assumption that the treatment values are assigned randomly to the subjects.
40 citations
TL;DR: In this paper, a nonparametric permutation test was proposed to assess the presence of trends in the residuals of multivariate calibration models, applied to the residual of models generated by principal component regression (PCR), partial least squares (PLS) regression and support vector regression (SVR).
40 citations
Book•
01 Jan 1998
TL;DR: Fourier Transform Linear System Theory Sampling Sampling Devices Resampling Reconstruction Reconstructed Signal Appearance System Analysis System Resolution Image Quality Metrics.
Abstract: Fourier Transform Linear System Theory Sampling Sampling Devices Resampling Reconstruction Reconstructed Signal Appearance System Analysis System Resolution Image Quality Metrics.
40 citations
TL;DR: The results obtained show that the resampling techniques can be considered a reliable alternative to Bailer's approach for the estimation of the standard error of the AUC t(k)0 in the case of normally distributed concentration data.
40 citations