Quantitative Data Analysis Concentration
- To strength students' ability in quantitative analysis and in making statistically sound interpretations, based on the solid knowledge in mathematics and statistics; and
- To incorporate the underlying theory, principles, and techniques of applied mathematics and statistics with scientific computation tools and statistical and computing software packages to solve practical problems.
Requirements
| Concentration Elective Courses | 21 units | |
| MATH3416 Complex Analysis | 3 units | |
| MATH3427 Real Analysis | 3 units | |
| MATH3605 Numerical Methods II | 3 units | |
| MATH3626 Computational Statistics for Data Science | 3 units | |
| MATH3815 Statistical Design and Analysis of Experiments | 3 units | |
| MATH3816 Statistical Analysis of Sample Surveys | 3 units | |
| MATH3826 Markov Chain and Queuing Theory | 3 units | |
| MATH3836 Data Mining | 3 units | |
| MATH4205 Topics in Probability Theory and Stochastic Processes | 3 units | |
| MATH4615 Introduction to Numerical Linear Algebra | 3 units | |
| MATH4805 Applied Nonparametric Statistics | 3 units | |
| MATH4807 Categorical Data Analysis | 3 units | |
| MATH4817 Stochastic Models | 3 units | |
| MATH4825 Survival Analysis | 3 units | |
| MATH4826 Time Series and Forecasting | 3 units | |
| MATH4875 Special Topics in Statistics I | 3 units | |
| MATH4876 Special Topics in Statistics II | 3 units | |
| MATH4877 Special Topics in Statistics III | 3 units | |
| 21 units | ||
