2024-2025 Undergraduate & Graduate Catalog
Bachelor of Arts or Bachelor of Science in Statistics
- Requirements for a Major in Statistics
- Suggested Order of Coursework for a Major in Statistics
- Requirements for a Major in Statistics
- Suggested Order of Coursework for a Major in Statistics
Requirements for a Major in Statistics
Without Actuarial Sciences Emphasis
Students must complete the following requirements as outlined.
Degree Requirements
Students must complete the general university degree requirements as identified in the General Academic Regulations section of the Grand Valley State University Undergraduate and Graduate Catalog.
Statistics Requirements
Requires 29 credits as outlined.
Core Courses
Requires 23 credits, including the following:
- STA 215 - Introductory Applied Statistics (3 credits) OR STA 312 - Probability and Statistics (3 credits)
- STA 216 - Intermediate Applied Statistics (3 credits)
- STA 412 - Mathematical Statistics I (4 credits)
- STA 415 - Mathematical Statistics II (Capstone) (4 credits)
- STA 419 - Statistics Project (3 credits)
AND two of the following courses: - STA 311 - Introduction to Survey Sampling (3 credits)
- STA 315 - Design of Experiments (3 credits)
- STA 321 - Applied Regression Analysis (3 credits)
Elective Courses
Requires six credits, including any two courses from the following:
- STA 301 - Questionnaire Design and Execution (3 credits)
- STA 310 - Introduction to Biostatistics (3 credits)
- STA 314 - Statistical Quality Methods (3 credits)
- STA 317 - Nonparametric Statistical Analysis (3 credits)
- STA 318 - Statistical Computing (3 credits)
- STA 418 - Statistical Computing and Graphics with R (3 credits)
- STA 421 - Bayesian Data Analysis (3 credits)
- STA 426 - Multivariate Data Analysis (3 credits)
- The third course of STA 311, STA 315, and STA 321 that was not used to fulfill the core as listed previously.
B.S. and B.A. Degree Requirements
Requires 14 credits as outlined.
B.S. Degree Requirements
Completion of MTH 201, MTH 202, AND MTH 204, and one of CIS 160, CIS 161, CIS 162 satisfies the B.S. degree requirements for statistics majors.
B.A. Degree Requirements
Completion of these courses, plus the foreign language requirement for a B.A., satisfies the B.A. degree requirements for statistics majors.
The following courses are required of all students majoring in statistics:
- MTH 201 - Calculus I (4 credits)
- MTH 202 - Calculus II (4 credits)
- MTH 204 - Linear Algebra I (3 credits)
AND one of the following:
- CIS 160 - Learn to Code in Python (3 credits)
- CIS 161 - Computing for Data Science Applications I (3 credits)
- CIS 162 - Computer Science I (4 credits)
Application Cognate Courses
Requires a minimum of six credits.
Each major in statistics must select an area of application consisting of at least six credits from a list of GVSU courses (called Application Cognate courses) that are accepted by the statistics department as applying statistical methodology. Statistics courses on this list will not be one of the required or elective statistics courses listed previously.
Students are strongly encouraged to meet with their advisor as soon as their major in statistics is declared, both to plan their course schedule over the rest of their time at GVSU and to develop specific plans for their application cognate courses.
Suggested Order of Coursework for a Major in Statistics
Without Actuarial Sciences Emphasis
The following two sample statistics schedules assume the student is in contact with an advisor for the appropriate general education requirements and has a strong mathematical background. Students who do not begin their mathematical sequence with MTH 201 will need to make appropriate changes. Suggested order of coursework one assumes students take MTH 201 in the fall of their first year; suggested order of coursework two assumes students take MTH 201 in the fall of their second year.
Students majoring in statistics who plan to do graduate work are strongly encouraged to take MTH 203 - Calculus III in the fall of their second year and MTH 204 - Linear Algebra I in the winter of their second year.
Option One
Year One
- MTH 201 - Calculus I (4 credits)
- CIS 162 - Computer Science I (4 credits)
- MTH 202 - Calculus II (4 credits)
Year Two
- MTH 204 - Linear Algebra I (3 credits)
- STA 312 - Probability and Statistics (3 credits)
- STA 216 - Intermediate Applied Statistics (3 credits)
Year Three
Choose two of the following:
- STA 311 - Introduction to Survey Sampling (3 credits)
- STA 315 - Design of Experiments (3 credits)
- STA 321 - Applied Regression Analysis (3 credits)
- Two courses: either STA electives or application cognates
Year Four
- STA 412 - Mathematical Statistics I (4 credits)
- STA 415 - Mathematical Statistics II (Capstone) (4 credits)
- STA 419 - Statistics Project (3 credits)
- Two courses: either STA electives or application cognates
Option Two
Year One
Year Two
- CIS 161 - Computing for Data Science Applications I (3 credits)
- MTH 201 - Calculus I (4 credits)
- STA 216 - Intermediate Applied Statistics (3 credits)
- MTH 202 - Calculus II (4 credits)
Year Three
AND two of the following:
- STA 311 - Introduction to Survey Sampling (3 credits)
- STA 315 - Design of Experiments (3 credits)
- STA 321 - Applied Regression Analysis (3 credits)
- Two courses: either STA electives or application cognates
Year Four
- STA 412 - Mathematical Statistics I (4 credits)
- STA 415 - Mathematical Statistics II (Capstone) (4 credits)
- STA 419 - Statistics Project (3 credits)
- Two courses: either STA electives or application cognates
Requirements for a Major in Statistics
With Actuarial Sciences Emphasis
Requirements for the major with the actuarial sciences emphasis are more specific than the major without the emphasis. Students must complete the following:
Degree Requirements
Students must meet the general university degree requirements as identified in the General Academic Regulations section of the Grand Valley State University Undergraduate and Graduate Catalog.
Statistics Requirements
Requires 29 credits as outlined.
Core Courses
Requires 23 credits, including:
- STA 215 - Introductory Applied Statistics (3 credits) OR STA 312 - Probability and Statistics (3 credits)
- STA 216 - Intermediate Applied Statistics (3 credits)
- STA 412 - Mathematical Statistics I (4 credits)
- STA 415 - Mathematical Statistics II (Capstone) (4 credits)
- STA 419 - Statistics Project (3 credits)
- STA 311 - Introduction to Survey Sampling (3 credits)
- STA 321 - Applied Regression Analysis (3 credits)
Elective Courses
Requires six credits, including:
- STA 318 - Statistical Computing (3 credits) OR STA 418 - Statistical Computing and Graphics with R (3 credits)
- STA 425 - Actuarial Probability and Statistics (3 credits)
B.S. and B.A. Degree Requirements
Requires 14 credits as outlined.
B.S. Degree Requirements
Completion of MTH 201, MTH 202, MTH 204, and one of CIS 160, CIS 162 or satisfies the B.S. degree requirements for statistics majors.
B.A. Degree Requirements
Completion of these courses plus the foreign language requirement for a B.A. satisfies the B.A. degree requirements for statistics majors.
The following courses are required of all students majoring in statistics:
- MTH 201 - Calculus I (4 credits)
- MTH 202 - Calculus II (4 credits)
- MTH 204 - Linear Algebra I (3 credits)
AND one of the following: - CIS 160 - Learn to Code in Python (3 credits)
- CIS 161 - Computing for Data Science Applications I (3 credits)
- CIS 162 - Computer Science I (4 credits)
Application Cognates Courses
Depending on whether a student takes the ECO 210 and ECO 211 sequence or , 15 to 18 hours of cognate credits are required, including:
- ACC 212 - Principles of Financial Accounting (3 credits)
- FIN 320 - Managerial Finance (3 credits)
- FIN 321 - Investments (3 credits)'
- FIN 331 - Risk and Insurance (3 credits)
- BOTH ECO 210 - Introductory Macroeconomics (3 credits) AND ECO 211 - Introductory Microeconomics (3 credits)
OR ONLY
Suggested Order of Coursework for a Major in Statistics
With Actuarial Sciences Emphasis
The following two sample statistics schedules assume the student is in contact with an advisor for the appropriate general education requirements and has a strong mathematical background. Students who do not begin their mathematical sequence with MTH 201 will need to make appropriate changes. Suggested order of coursework one assumes students take MTH 201 in the fall of their first year; suggested order of coursework two assumes students take MTH 201 in the fall of their second year.
Students majoring in statistics who plan to do graduate work are strongly encouraged to complete the three-semester calculus sequence by taking MTH 203 - Calculus and Analytic Geometry III in the fall of their second year before taking MTH 204 - Linear Algebra I in the winter of their second year.
Business courses in the application cognates have prerequisites that mandate some sequence in completing the courses. ACC 212 is required for FIN 320 and FIN 320 is required for FIN 321. The ECO courses require MTH 110, MTH 122, or MTH 201.
Option One
Year One
- MTH 201 - Calculus I (4 credits)
- CIS 161 - Computing for Data Science Applications I (3 credits)
- MTH 202 - Calculus II (4 credits)
- ACC 212 - Principles of Financial Accounting (3 credits)
Year Two
- MTH 204 - Linear Algebra I (3 credits)
- STA 216 - Intermediate Applied Statistics (3 credits)
- BOTH ECO 210 - Introductory Macroeconomics (3 credits) AND ECO 211 - Introductory Microeconomics (3 credits) OR ONLY
Year Three
- STA 311 - Introduction to Survey Sampling (3 credits)
- STA 318 - Statistical Computing (3 credits) OR STA 418 - Statistical Computing and Graphics with R (3 credits)
- STA 321 - Applied Regression Analysis (3 credits)
- FIN 320 - Managerial Finance (3 credits)
- FIN 321 - Investments (3 credits)
Year Four
- STA 412 - Mathematical Statistics I (4 credits)
- STA 415 - Mathematical Statistics II (Capstone) (4 credits)
- STA 419 - Statistics Project (3 credits)
- STA 425 - Actuarial Probability and Statistics (3 credits)
- FIN 331 - Risk and Insurance (3 credits)
Option Two
Year One
- STA 215 - Introductory Applied Statistics (3 credits)
- ACC 212 - Principles of Financial Accounting (3 credits)
- BOTH ECO 210 - Introductory Macroeconomics (3 credits) AND ECO 211 - Introductory Microeconomics (3 credits) OR ONLY
Year Two
- CIS 161 - Computing for Data Science Applications I (3 credits)
- MTH 201 - Calculus I (4 credits)
- MTH 202 - Calculus II (4 credits)
- STA 216 - Intermediate Applied Statistics (3 credits)
Year Three
- MTH 204 - Linear Algebra I (3 credits)
- STA 311 - Introduction to Survey Sampling (3 credits)
- STA 318 - Statistical Computing (3 credits) OR STA 418 - Statistical Computing and Graphics with R (3 credits)
- STA 321 - Applied Regression Analysis (3 credits)
- FIN 320 - Managerial Finance (3 credits)
- FIN 321 - Investments (3 credits)
Year Four
- STA 412 - Mathematical Statistics I (4 credits)
- STA 415 - Mathematical Statistics II (Capstone) (4 credits)
- STA 419 - Statistics Project (3 credits)
- STA 425 - Actuarial Probability and Statistics (3 credits)
- FIN 331 - Risk and Insurance (3 credits) (Fall semester)