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2023年国际双创实践周海外课程介绍

《数据分析与模拟》课程介绍

2023-06-01审核人:(已浏览)

授课教师:Alexander Stanoyevitch

国籍:美国

职称:教授

教师简介(中英文):Alexander Stanoyevitch现为加州州立大学数学系教授,1983在马里兰大学获学士学位,1986年和1990年在密歇根大学分别获得数学与应用数学硕士和博士学位。出版专著四本,发表SCI高水平论文20多篇。

Alexander Stanoyevitch is professor at California State University,Dominguez Hills. Majored in Mathematics and Applied Mathematics, he got his bachelor's degree from Maryland University in 1983, master's degree and doctor's degree from Michigan University in 1986 and 1990, respectively. Professor Stanyevitch authored 4 books and published more than 20 high level scientific papers.

课程简介(中英文):本课程包含两部,第一部分介绍R统计计算平台和展示如何使用它来清洁数据和获取各种图形和统计摘要。第二部分将展示如何运行模拟,获得高质量的估计概率,期望值和条件概率。

The course will consist of two interconnect parts. In the first part of this course we will introduce the R statistical computing platform and show how to use it to clean data and to obtain various graphical and statistical summaries. The second part will show how to run simulations to obtain good quality estimates of probabilities, expected values, and conditional probabilities. Oftentimes in mathematics, an exact answer is difficult or impossible to obtain directly, and simulations are a great tool in such common cases.

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