The Department of Statistics offers programs of instruction that include theoretical and applied statistics and probability. The Department also offers cooperative programs in operations research with the Fu Foundation School of Engineering and Applied Science, in the mathematics of finance with the Department of Mathematics, in actuarial science with the School of Continuing Education, and in quantitative methods in social science with the Institute for Social and Economic Research and Policy. Columbia University and the New York area are notable for wide-ranging opportunities for the application of statistics.
1、概率论与推理
2、线性回归模型
3、高级数据分析
4、统计推断
5、数据挖掘
6、金融中统计方法
7、广义线性模型
8、抽样调查
9、统计机器学习
10、非参数统计
11、多变量统计推理
12、时间序列分析
13、生存分析
14、贝叶斯统计
