Statistics Minor
Haverford College offers a wide range of courses on statistical theory and applications. Statistics minors take a core sequence in probability and statistics, with later flexibility in pursuing either a more applied or a more theoretical track.
Curriculum & Courses
Math majors and minors can also declare a Statistics minor.

Minor Requirements
Mathematics minors take the same core sequence as do the majors, though not necessarily to the same depth, followed by a selection of electives tailored to the student’s interest. Statistics minors take a separate core sequence in probability and statistics, with later flexibility in pursuing either a more applied or a more theoretical track.
Mathematics Minor Requirements
 MATH H215 (Linear Algebra) and either MATH H121 (Multivariable calculus) or MATH H216 (Advanced Calculus).
 MATH H317 (Analysis I) and MATH H333 (Algebra I).
 Two additional electives in mathematics at the 200 level or higher.
Courses taken at other institutions may be used to satisfy minor requirements, provided that the department chair approves these courses in advance.
Statistics Minor Requirements
 One of the following courses (Introduction to Statistics): STAT H203, ECON H204, PSYC H200, SOCL H215
 STAT H286 (Applied Multivariate Statistical Analysis)
 MATH H218 (Probability)
 MATH H215 (Linear Algebra)
 MATH H121 or MATH H216 (Multivariable Calculus)
 One of the following:
 STAT H328 (Mathematical Statistics)
 STAT H396 (Advanced Topics in Probability and Statistics)
 ECON H324 (Advanced Econometrics)
Courses taken at other institutions may be used to satisfy minor requirements, provided that the department chair approves these courses in advance. For classes of 20202022, ECON H304 or SOCL H320 can be used as the 300level course.Notes for the Statistics Minor
 A math minor can also be a statistics minor. If a student wants to be a math minor and a statistics minor, the following courses: STAT H203, ECON H204, MATH H218, STAT H286, STAT H328 and STAT H396, cannot be counted to satisfy both the math minor and statistics minor.

A math major can also be a statistics minor. If a student wants to be a math major and a statistics minor, the following apply:

STAT H203, ECON H204 and STAT H286 cannot be counted to satisfy both the math major and statistics minor requirement.

At most one of the following courses can be counted to satisfy both the math major and statistics minor: MATH H218, STAT H328 and STAT H396.


Math majors with economics concentration: If a math major wants to be an econ concentrator and a statistics minor, MATH H218, STAT H286, STAT H328 and STAT H396 cannot be counted toward both the economics concentration and the statistics minor.

Economics majors with math concentration: If an economics major wants to be a math concentrator and also a stat minor, MATH H218, STAT H286, STAT H328 and STAT H396 cannot be counted to satisfy both the stat minor and the math concentration requirement.
For further information about the statistics minor, please see the PDF supplement on the mathematics website, or contact the minor coordinator.
Associated Programs and Concentrations
Research & Outreach
The mathematics major combined her interest in statistics and political economy to examine models of Chinese currency’s exchange rates.
The mathematics major and economics minor used her thesis to model the spread of COVID19 in prisons and discuss ethics in mathematical research.
The mathematics and biology double major's thesis included built tools to explore the effects of starvation on bacteria and infection.
A halfcourse that aims to broaden students’ perspectives on what it means to do math.
After Graduation
The psychology major, with minors in neuroscience and statistics, is pursuing a Ph.D. in neuroscience at the University of Texas at Austin.
The physics major is moving to London to further his career in real estate financing.
Steliotes will continue her academic journey at the Harvard Graduate School of Education and pursue her dream of becoming a math teacher.
Breimyer is Director of Software Engineering at Audible, an Amazon company.
Heaton is a staff engineer with Walker & Company Brands, and contributes to and manages a software development team within a company that solves health and beauty problems for people of color.
Lipstein launched 0s&1s, an ebook publishing copmany showcasing the work of 100plus small publishers.
Fitzharris works as a product manager for AppNexus, a advertisement technology platform.
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