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Short-Term Power Load Interval Forecasting Based on Nonparametric Bootstrap Errors Sampling

Social Science Research Network, 2021
Short-term power load forecasting plays a vital role in the planning of distribution network and the development of social economy, and it is a very important task to forecast the power load accurately and reliably.
Ling Xiao, Miaotong Li, Shenghui Zhang
semanticscholar   +1 more source

A nonparametric approach to confidence intervals for concordance index and difference between correlated indices

Journal of Biopharmaceutical Statistics, 2022
Concordance refers to the probability that subjects with high values on one variable also have high values on another variable. This index has wide application in practice, as a measure of effect size in group-comparison studies, an index of accuracy in ...
G. Zou, Emma Smith, V. Jairath
semanticscholar   +1 more source

Better nonparametric confidence intervals via robust bias correction for quantile regression

Stat, 2021
In this article, we revisit the problem of how to construct better nonparametric confidence intervals for the conditional quantile function from an optimization perspective.
Shaojun Guo, Yu Han, Qingsong Wang
semanticscholar   +1 more source

A Robust Nonparametric Yeo- Johnson- Transformation- Based Confidence Interval for Quantiles of Skewed Distributions

مجلة جامعة الإسکندریة للعلوم الإداریة
The main goal of this paper is to introduce a new robust nonparametric confidence interval for population quantiles. To achieve this goal, a robustified version of an exact equal-tailed two-sided confidence interval for normal quantiles is first ...
Labiba Hassab Elnaby Alatar   +2 more
semanticscholar   +1 more source

A nonparametric confidence interval for slope based on spearman's rho

, 1988
An algorithm is presented for computing an exact nonparametric interval estimate of the slope parameter in a simple linear regression model. The confidence interval is obtained by inverting the hypothesis test for slope that uses Spearman's rho.
G. Taylor, W. Conover
semanticscholar   +1 more source

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