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A Double Sampling Scheme for Estimating from Misclassified Binomial Data

机译：从误分类二项式数据估计的双重抽样方案

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Two measuring devices are available to classify units into one or two mutually exclusive categories. The first device is an expensive procedure which classifies units correctly; the second device is a cheaper procedure which tends to misclassify units. In order to estimate p, the proportion of units in the population which belong to one of the categories, a double sampling scheme is presented. At the first stage, a sample of N units is taken and the fallible classifications are obtained; at the second stage of subsample of n units is drawn from the main sample and the true classifications are obtained. The maximum likelihood estimate of p is derived along with its asymptotic variance. Optimum values of n and N which minimize the measurement costs for a fixed variance of estimation and which minimize the variance for fixed cost are derived.

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作者
Tenenbein, A.;
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年度 1969
页码 p.1-38
总页数 38
原文格式 PDF
正文语种 eng
中图分类
关键词
Sampling ; Statistical data ; Reliability ; Decision making ; Classification ; Population(Mathematics) ; Measurement ; Errors ; Probability;

机译：抽样;统计数据;可靠性;决策;分类;人口（数学）;测量;错误;概率;

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1. Credible sets for risk ratios in over-reported two-sample binomial data using the double-sampling scheme [J] . Rahardja D, Young DM Computational statistics & data analysis . 2010,第5期

机译：使用双采样方案的过度报告的两样本二项式数据中的风险比率的可靠集
2. Credible sets for risk ratios in over-reported two-sample binomial data using the double-sampling scheme [J] . Dewi Rahardja, Dean M. Young Quality Control and Applied Statistics . 2010,第3期

机译：使用双采样方案的过度报告的两样本二项式数据中的风险比可信集
3. Maximum likelihood estimation of a binomial proportion using one-sample misclassified binary data [J] . Dewi Rahardja, Ying Yang Statistica neerlandica . 2015,第3期

机译：使用一样本错误分类的二进制数据对二项式比例的最大似然估计
4. Selecting Minority Examples from Misclassified Data for Over-sampling [C] . Jorge de la Calleia, Olac Fuentes, Jesus Gonzalez Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference(FLAIRS 21) . 2008

机译：从分类错误的数据中选择少数族裔样本进行过采样
5. Nonparametric studies of doubly stochastic Poisson processes, binomial data, and high dimension, low sample size data. [D] . Zhang, Tingting. 2008

机译：双随机Poisson过程，二项式数据以及高维，低样本量数据的非参数研究。
6. Estimating effect of environmental contaminants on womens subfecundity for the MoBa study data with an outcome-dependent sampling scheme [O] . Jieli Ding, Haibo Zhou, Yanyan Liu, -1

机译：使用依赖结果的抽样方案根据MoBa研究数据估算环境污染物对女性生育力的影响
7. Bayesian Subset Selection of Binomial Parameters Using Possibly Misclassified Data [O] . James D. Stamey, Thomas L. Bratcher, Dean M. Young 2007

机译：贝叶斯亚集合选择二项式参数使用可能错误分类的数据

A Double Sampling Scheme for Estimating from Misclassified Binomial Data

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