Approved Course List
For the most current lists of approved courses in these categories, please consult the Data Scholarship Program.
Mathematical Statistics
Course List
| Code |
Title |
Credit Hours |
| HES 5963 | Statistical Applications in Health and Exercise Science | 3 |
| MATH 4753 | Applied Statistical Methods (taken for graduate credit) | 3 |
| MATH 5743 | Introduction to Mathematical Statistics | 3 |
Intermediate Statistics
Course List
| Code |
Title |
Credit Hours |
| BIOL 5943 | Multivariate Analysis | 3 |
| ECON 4223 | Econometric Analysis (taken for graduate credit) | 3 |
| COMM 5033 | Advanced Statistics | 3 |
| MATH 4753 | Applied Statistical Methods (taken for graduate credit) | 3 |
| MATH 5773 | Applied Regression Analysis | 3 |
| HES 5903 | Sports Performance Analytics | 3 |
| P SC 5933 | Intermediate Analysis of Political Data | 3 |
| PSY 5013 | Psychological Statistics II | 3 |
| SOC 5483 | Advanced Regression Analysis | 3 |
Statistics and Computing
Course List
| Code |
Title |
Credit Hours |
| ECON 5023 | Statistics for Decision Making | 3 |
| ECON 5033 | Managerial Economics I | 3 |
| ECON 5043 | Managerial Economics II | 3 |
| ECON 5213 | Advanced Econometrics | 3 |
| ECON 5243 | Econometrics II | 3 |
| ECON 5253 | Data Science for Economists | 3 |
| ECON 5970 | Special Topics/Seminar (topic: Bayesian Econometrics) | 3 |
| ECON 6343 | Econometrics III | 3 |
| SOC 5293 | Advanced Methods of Social Research | 3 |
| SOC 5683 | Categorical, Panel, and Advanced Statistical Analyses | 3 |
| SOC 5823 | Social Demography | 3 |
| P SC 5913 | Introduction to Analysis of Political and Administrative Data | 3 |
| P SC 5940 | Advanced Research Methods: Special Topics (topic: Maximum Likelihood Estimation) | 3 |
| PSY 6013 | Factor Analysis and Structural Equation Models | 3 |
| PSY 6023 | Psychometrics | 3 |
| PSY 6063 | Seminar in Quantitative Psychology (topic: Multivariate Statistics) | 3 |
| PSY 6063 | Seminar in Quantitative Psychology (topic: Multilevel Modeling) | 3 |
| PSY 6063 | Seminar in Quantitative Psychology (topic: Advanced Structural Equation Modeling) | 3 |
| PSY 6073 | Experimental Design for Psychology | 3 |
| ASTR 5970 | Special Topics/Seminar (topic: Machine Learning) | 3 |
| BIOL 4913 | Quantitative Biology (taken for graduate credit) | 3 |
| BIOL 5943 | Multivariate Analysis | 3 |
| BIOL 5970 | Special Topics in Biology (topic: Bayesian Models) | 3 |
| GEOG 5113 | Quantitative Methods in Geographic and Environmental Research | 3 |
| GIS 5923 | Spatial Statistics | 3 |
| HES 5283 | Sports Financial and Market Analytics | 3 |
| HES 5313 | Athlete Tracking and Monitoring in Sports | 3 |
| HES 5903 | Sports Performance Analytics | 3 |
| HES 5953 | Research Methods in Health and Exercise Science | 3 |
| HES 5963 | Statistical Applications in Health and Exercise Science | 3 |
| METR 5313 | Statistical Meteorology | 3 |
| METR 5433 | Advanced Statistical Meteorology | 3 |
| C S 5033 | Machine Learning Fundamentals | 3 |
| DSA/ISE 5013 | Fundamentals of Engineering Statistical Analysis | 3 |
| DSA 5203 | Time Series Analysis | 3 |
| DSA 5403 | Bayesian Statistics | 3 |
| MATH 4733 | Mathematical Theory of Probability (taken for graduate credit) | 3 |
| MATH 4753 | Applied Statistical Methods (taken for graduate credit) | 3 |
| MATH 5173 | Advanced Numerical Analysis I | 3 |
| MATH 5183 | Advanced Numerical Analysis II | 3 |
| MATH 5763 | Introduction to Stochastic Processes | 3 |
| MATH 5773 | Applied Regression Analysis | 3 |
| MATH 5793 | Advanced Applied Statistics | 3 |
| MATH 5803 | Topics in Mathematics (topic: Bayesian Statistics) | 3 |
| BIOL 5783 | Introduction to Python Programming for Data Analytics | 3 |
| BIOL 5923 | Programming in R for Biology | 3 |
| CHEM 5280 | Practicum in Biochemistry | 1-2 |
| C S 5293 | Natural Language Processing | 3 |
| C S 5593 | Data Mining | 3 |
| DSA/ISE 5103 | Intelligent Data Analytics | 3 |
| GIS 5003 | Spatial Data Management for GIS Professionals | 3 |
| GRAD 5203 | EOS3 Data Analytics | 3 |
| HES 5903 | Sports Performance Analytics | 3 |
| LIS 5613 | Dynamic Web Development | 3 |
| LIS 5623 | Advanced Data Analytics | 3 |
| LIS 5643 | Introduction to Data Analytics | 3 |
| LIS 5970 | Special Topics/Seminar (topic: Data Stewardship) | 3 |
| METR 5330 | Information Technology Skills for Meteorology | 3 |
Interdisciplinary Applied Statistics
Statistical Consulting, Internship, Mentored research experience with someone outside of your research area, or class outside of research area that includes a project. E.g., Applying an atypical method to your own research or applying a method from your discipline to a different problem/data set. Interdisciplinary experiences are highly encouraged.
Must produce a report that includes the results and a discussion of decision-making, ethics, biases, and limitations that are part of the data set/study.
Course List
| Code |
Title |
Credit Hours |
| DSP 5633 | Data Analytics and Applied Statistics Internship | 3 |
| CAS 5970 | Special Topics/Seminar | 1-3 |
| CAS 5990 | Independent Study (with faculty outside of your discipline, with an approved, applied statistical component) | 1-3 |
| 1 | |
