Statistics Major

Students must also complete the Undergraduate Registration Requirement and the degree requirements of their home school.

Course Title
Department Courses (9 units)
1 introductory course:
Introduction to Statistics and Data Science
Introduction to Probability and Statistics
Applied Statistics
Or equivalent
STAT 320-1
STAT 320-2
STAT 320-3
Statistical Theory & Methods 1
and Statistical Theory & Methods 2
and Statistical Theory & Methods 3
STAT 348-0Applied Multivariate Analysis
or STAT 351-0 Design and Analysis of Experiments
or STAT 354-0 Time Series Modeling and Forecasting
STAT 350-0Regression Analysis
3 additional 300-level courses offered by the department 1
Related Courses (Units depend on mathematics sequence taken.)
MATH 220-1
MATH 220-2
Single-Variable Differential Calculus
and Single-Variable Integral Calculus
or MATH 218-1
MATH 218-2
MATH 218-3
Single-Variable Calculus with Precalculus
and Single-Variable Calculus with Precalculus
and Single-Variable Calculus with Precalculus
MATH 226-0Sequences and Series
For the following sequence options GEN_ENG 205-1 can be substituted for MATH 240-0
MATH 230-1
MATH 230-2
MATH 240-0
Multivariable Differential Calculus
and Multivariable Integral Calculus
and Linear Algebra
or MATH 228-1
MATH 228-2
MATH 240-0
Multivariable Differential Calculus for Engineering
and Multivariable Integral Calculus for Engineering
and Linear Algebra
or MATH 281-1
MATH 281-2
MATH 281-3
Accelerated Mathematics for ISP: First Year
and Accelerated Mathematics for ISP: First Year
and Accelerated Mathematics for ISP: First Year
or MATH 285-1
MATH 285-2
MATH 285-3
Accelerated Mathematics for MMSS: First Year
and Accelerated Mathematics for MMSS: First Year
and Accelerated Mathematics for MMSS: First Year
or MATH 290-1
MATH 290-2
MATH 290-3
MENU: Linear Algebra and Multivariable Calculus
and MENU: Linear Algebra and Multivariable Calculus
and MENU: Linear Algebra and Multivariable Calculus
or MATH 291-1
MATH 291-2
MATH 291-3
MENU: Intensive Linear Algebra and Multivariable Calculus
and MENU: Intensive Linear Algebra and Multivariable Calculus
and MENU: Intensive Linear Algebra and Multivariable Calculus
1

MATH 310-2 Probability and Stochastic Processes , IEMS 315-0 Stochastic Models, IEMS 351-0 Optimization Methods in Data Science, IEMS 365-0 Analytics for Social Good, or IEMS 373-0 Intro to Financial Engineering may substitute for 1 of the 3 STAT 300-level elective courses. Only 1 substitution is permitted.

The Statistics Major for Students in MMSS

For students completing the adjunct major in MMSS, STAT 202-0 Introduction to Statistics and Data Science is waived, MATH 385-0 Probability and Statistics for MMSS counts in place of STAT 320-1 Statistical Theory & Methods 1, and the combination of MATH 386-1 and MATH 386-2 Econometrics for MMSS count in place of STAT 350-0 Regression Analysis. Therefore students who are completing an adjunct major in MMSS will need to complete the following requirements (6 units) for the joint major in statistics (for triple major limitations see MMSS Adjunct Major):

Course Title
STAT 320-2Statistical Theory & Methods 2
STAT 320-3Statistical Theory & Methods 3
STAT 348-0Applied Multivariate Analysis
or STAT 354-0 Time Series Modeling and Forecasting
Three additional 300-level statistics courses.

Honors in Statistics

Majors with strong academic records and an interest in pursuing honors should contact the director of undergraduate studies no later than the start of senior year. Accepted students take 2 quarters of STAT 399-0 Independent Study, during which they develop and write a research paper; these enrollments do not count toward the major.

Students whose theses and grades meet department criteria are recommended to the college for graduation with honors. For more information consult the director of undergraduate studies and see Honors in the Major.

Relevant Courses in Other Departments

Industrial Engineering and Management Sciences

See McCormick School.

Course Title
IEMS 202-0Probability
IEMS 315-0Stochastic Models
IEMS 351-0Optimization Methods in Data Science
IEMS 365-0Analytics for Social Good
IEMS 373-0Intro to Financial Engineering

Mathematics

Course Title
MATH 310-1
MATH 310-2
MATH 310-3
Probability and Stochastic Processes
and Probability and Stochastic Processes
and Probability and Stochastic Processes