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arXiv 1611.03395math.PR
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从随机数据中提取信息。大数定律在技术科学和统计学中的应用

Extracting information from random data. Applications of laws of large numbers in technical sciences and statistics

Paweł J. Szabłowski

摘要:

我们制定的条件收敛的大数定律,并显示其联系的部分数学分析,如求和理论,收敛的正交级数。我们还介绍了大数定律在随机逼近、密度和回归估计、识别等方面的应用。

英文摘要:

We formulate conditions for convergence of Laws of Large Numbers and show its links with of the parts of mathematical analysis such as summation theory, convergence of orthogonal series. We present also applications of the Law of Large Numbers such as Stochastic Approximation, Density and Regression Estimation, Identification.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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