文理学院
课程
After doing preliminary coursework in elementary 概率与统计, 微积分, linear algebra and statistical computing, you’ll take required upper-level statistics courses. 另外, you’ll select from upper-division course options to complete the statistics program, choosing the courses that are most interesting to you.
- Demonstrate facility with the basic mathematics techniques used in statistical theory and applications.
- Effectively communicate statistical ideas.
- Manipulate and summarize data efficiently and effectively.
- Formulate statistical models and perform statistical inferences using fundamental concepts and principles of statistics.
- Conduct data 分析 using various statistical methods and summarize findings.
- Demonstrate advanced knowledge and skills in statistical computing.
- Demonstrate advanced knowledge and skills in statistical modeling and applications.
B.A. degree in statistics is recommended for students who intend to pursue a career in a field that requires quantitative training with an emphasis in statistics. 经常, these students go on to work in fields that value statistical skills but are not entirely dependent on statistical 分析, 建模和其他领域.
或者，B.S. in statistics is recommended for students who intend to pursue a career in a field that requires rigorous and in-depth statistical training. B.S. program equips students with a solid understanding of statistical concepts and methods and strong data 分析 skills.
B.A. 和B.S. 它们的灵活性也不同. Because of its flexible curriculum, the B.A. works well for students who wish to combine their statistics major with other major(s). B.S. can also be combined with other majors, but this may take additional planning/advice from faculty and professional advisors.
- 统计计算
- Analysis of Variance and Experimental Design
- 数据科学基础
- 回归分析
- 贝叶斯统计入门