Certificate in Quantitative Research Methods
Education Track:
For the 12-credit certificate, students are required to take:
| Code | Title | Credits |
|---|---|---|
| EFR 516 | Statistics II | 3 |
| EFR 518 | Multivariate Analysis | 3 |
And choose two of the following
| Code | Title | Credits |
|---|---|---|
| EFR 512 | Survey Design and Analysis | 3 |
| EFR 513 | Large Dataset Management and Analysis | 3 |
| EFR 522 | Mixed-Methods Research | 3 |
| EFR 517 | Advanced Research Methodologies | 3 |
| EFR 535 | Data Analytics and Visualization with R | 3 |
| EFR 523 | Structural Equation Modeling | 3 |
* Relevant courses offered at UND not listed will be considered and may be included with approval from certificate coordinator
*Note. EFR 515 Statistics 1 is a prerequisite (can be transferred from another program/institution with approval) but credits would not count towards the certificate.
Psychology Track:
For the 12-credit certificate, students are required to take:
| Code | Title | Credits |
|---|---|---|
| PSYC 541 | Advanced Univariate Statistics | 3 |
| PSYC 542 | Multivariate Statistics for Psychology | 3 |
| PSYC 543 | Experimental Design | 3 |
And choose one of the following:
| Code | Title | Credits |
|---|---|---|
| PSYC 595 | Seminar in Psychology | 1-3 |
| EFR 513 | Large Dataset Management and Analysis | 3 |
| EFR 523 | Structural Equation Modeling | 3 |
* Relevant courses offered at UND not listed will be considered and may be included with approval from certificate coordinator