Certificate in Quantitative Research Methods

Education Track:

For the 12-credit certificate, students are required to take:

EFR 516Statistics II3
EFR 518Multivariate Analysis3

And choose two of the following

EFR 512Survey Design and Analysis3
EFR 513Large Dataset Management and Analysis3
EFR 522Mixed-Methods Research3
EFR 517Advanced Research Methodologies3
EFR 535Data Analytics and Visualization with R3
EFR 523Structural Equation Modeling3

* 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:

PSYC 541Advanced Univariate Statistics3
PSYC 542Multivariate Statistics for Psychology3
PSYC 543Experimental Design3

And choose one of the following:

PSYC 595Seminar in Psychology1-3
EFR 513Large Dataset Management and Analysis3
EFR 523Structural Equation Modeling3

* Relevant courses offered at UND not listed will be considered and may be included with approval from certificate coordinator