The optimal confidence region for a random parameter

Optimal Confidence Interval for the Largest Exponential Location Parameter

A single sampling procedure is proposed for obtaining an optimal confidence interval on the largest (or smallest) location parameter of k independent exponential populations in the cases of known and unknown common scale parameter.

Fuzzy Confidence Intervals for Mean of Fuzzy Random Variables

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Confidence interval for the two-parameter exponentiated Gumbel distribution based on record values

In this paper, we study the estimation problems for the two-parameter exponentiated Gumbel distribution based on lower record values. An exact confidence interval and an exact joint confidence region for the parameters are constructed. A simulation study is conducted to study the performance of the proposed confidence interval and region. Finally, a numerical example with real data set is gi...

Confidence Intervals for the Binomial Parameter

Confidence Intervals for Random Forests Confidence Intervals for Random Forests: The Jackknife and the Infinitesimal Jackknife

We study the variability of predictions made by bagged learners and random forests, and show how to estimate standard errors for these methods. Our work builds on variance estimates for bagging proposed by Efron (1992, 2012) that are based on the jackknife and the infinitesimal jackknife (IJ). In practice, bagged predictors are computed using a finite number B of bootstrap replicates, and worki...