Study on Sample Outliers Statistical Test Methods

机译：样本异常值统计试验方法研究

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The existence of outliers reduces the quality of data to a great extent, and makes the corresponding results of data analysis significantly change more, which will lead to people's inaccurate judgments. In this article, we discuss the characteristics and origin of outliers, and introduce some test methods of normal distribution sample: sample quantity method, Dixon test method, Grubbs test method and Nair test method. Finally through example comparison, we have found that the test effect is associated with significant level.

机译：异常值的存在将数据质量降低到很大程度上，并使数据分析的相应结果显着变化更多，这将导致人们不准确的判断。在本文中，我们讨论了异常值的特点和起源，并引入了一些正态分布样品的测试方法：样品量方法，Dixon测试方法，Grubbs测试方法和Nair测试方法。最后通过示例比较，我们发现测试效果与显着水平相关。

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来源
《International Conference on Social Science and Technology Education》|2015年||共3页
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作者
ZhiYong CHEN;
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原文格式 PDF
正文语种
中图分类 G4-53;
关键词
Outliers; Statistical Test; Sample Data; Test Statistics;

机译：离群值;统计检验;样本数据;检验统计量;

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专利

1. A method for random sampling of formulas of an elementary theory and statistical estimation of their deducibility equipped by a program. II. A method for statistical testing of an at random sampled formula [J] . Kramosil Ivan Kybernetika . 1973,第3期

机译：一种基本原理的公式的随机采样和程序可推导性的统计估计的方法。二。统计随机抽样公式的方法
2. Jacobi and Laguerre polynomial approximations for the distributions of statistics useful in testing for outliers in exponential and gamma samples [J] . Deepak Sanjel, N. Balakrishnan Journal of statistical computation and simulation . 2012,第1a3期

机译：Jacobi和Laguerre多项式近似，用于统计分布，可用于测试指数样本和gamma样本中的离群值
3. The distribution of the maximum likelihood-ratio statistic used for testing a normal sample for three outliers [J] . Shiryaeva L.K. Russian mathematics . 2012,第12期

机译：用于测试三个异常值的正常样本的最大似然比统计量的分布
4. Study on Sample Outliers Statistical Test Methods [C] . ZhiYong CHEN International Conference on Social Science and Technology Education . 2015

机译：样本异常值统计试验方法研究
5. Multiple hypothesis testing and multiple outlier identification methods. [D] . Yin, Yaling. 2010

机译：多种假设检验和多种离群值识别方法。
6. Data-Driven Cervical Cancer Prediction Model with Outlier Detection and Over-Sampling Methods [O] . Muhammad Fazal Ijaz, Muhammad Attique, Youngdoo Son 2020

机译：具有异常检测和过采样方法的数据驱动宫颈癌预测模型
7. Study on Sample Outliers Statistical Test Methods [O] . Chen ZhiYong 2015

机译：样本异常值统计试验方法研究

Study on Sample Outliers Statistical Test Methods

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