Statistics Minor
Students who complete the minor in statistics receive serious exposure to probability theory, statistical estimation theory, statistical analysis, and the design of statistical data collection.
Prerequisites for the Minor
Students choosing to minor in statistics are required to complete prerequisite courses in mathematics. Some may be completed concurrently with the 7 courses for the minor.
| Course | Title |
|---|---|
| Prerequisite courses (units vary by sequence) | |
| 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 230-1 | Multivariable Differential Calculus |
| or MATH 228-1 | Multivariable Differential Calculus for Engineering |
| or MATH 281-1 | Accelerated Mathematics for ISP: First Year |
| or MATH 285-2 | Accelerated Mathematics for MMSS |
| or MATH 290-2 | MENU: Linear Algebra and Multivariable Calculus |
| or MATH 291-2 | MENU: Intensive Linear Algebra and Multivariable Calculus |
| or ES_APPM 252-1 | Honors Calculus for Engineers |
| MATH 226-0 & MATH 230-2 | Sequences and Series and Multivariable Integral Calculus |
| or STAT 228-0 | Series and Multiple Integrals |
| or MATH 235-0 | Series and Multiple Integrals |
| or MATH 226-0 & MATH 228-2 | Sequences and Series and Multivariable Integral Calculus for Engineering |
| or MATH 226-0 & MATH 281-2 | Sequences and Series and Accelerated Mathematics for ISP: First Year |
| or MATH 226-0 & MATH 285-3 | Sequences and Series and Accelerated Mathematics for MMSS |
| or MATH 226-0 & MATH 290-3 | Sequences and Series and MENU: Linear Algebra and Multivariable Calculus |
| or MATH 226-0 & MATH 291-3 | Sequences and Series and MENU: Intensive Linear Algebra and Multivariable Calculus |
| or MATH 226-0 & ES_APPM 252-2 | Sequences and Series and Honors Calculus for Engineers |
| MATH 240-0 | Linear Algebra |
| or MATH 281-3 | Accelerated Mathematics for ISP: First Year |
| or MATH 285-1 | Accelerated Mathematics for MMSS |
| or MATH 290-1 | MENU: Linear Algebra and Multivariable Calculus |
| or MATH 291-1 | MENU: Intensive Linear Algebra and Multivariable Calculus |
| or GEN_ENG 205-1 | Engineering Analysis I |
| or GEN_ENG 206-1 | Honor Engineering Analysis |
Courses for the minor
| Course | Title |
|---|---|
| Minor Requirements (7 units) | |
| 2 introductory courses: 1 | |
| Introduction to Programming for Data Science | |
| Introduction to Statistics and Data Science 1 | |
or STAT 210-0 | Introduction to Probability and Statistics |
| 4 Core Courses: 2 | |
| Statistical Theory & Methods 1 2 | |
or STAT 383-0 | Probability and Statistics for ISP |
or MATH 310-1 | Probability and Stochastic Processes |
or MATH 311-1 | MENU: Probability and Stochastic Processes |
or MATH 314-0 | Probability and Statistics for Econometrics |
or MATH 385-0 | Probability and Statistics for MMSS |
| Probabilistic Systems | |
or IEMS 302-0 | Probability |
| Statistical Theory & Methods 2 | |
| Statistical Theory & Methods 3 | |
| Regression Analysis | |
or ECON 381-2 | Econometrics |
| 1 Standard Methods Course: | |
| Causal Inference | |
or STAT 344-0 | Statistical Computing |
or STAT 348-0 | Applied Multivariate Analysis |
or STAT 351-0 | Design and Analysis of Experiments |
or STAT 352-0 | Nonparametric Statistical Methods |
or STAT 353-0 | Advanced Regression |
or STAT 354-0 | Time Series Modeling |
or STAT 357-0 | Introduction to Bayesian Statistics |
or STAT 365-0 | Introduction to the Analysis of Financial Data |
- 1
One approved introductory statistics course from another department may be used in place of STAT 202-0 or STAT 210-0.
- 2
Students who do not take STAT 320-1 are responsible for independently learning content not covered in alternative course. List of topics not covered in substitute courses can be found on the department website.
The Statistics Minor in Relation to Majors
The minor in Statistics can be completed along with any major. The general Weinberg College policies about major/minor pairings apply. Below is clarifying text about how this works with certain majors, and where particular exceptions to general rules are approved.
The Statistics Minor for Students in the Integrated Science Program
Students complete all requirements for ISP major, and requirements for Statistics minor are modified as follows:
- Introductory Statistics course requirement: STAT 202-0, STAT 210-0, or equivalent is waived
- MATH 226-0 is waived
- STAT 383-0 Probability and Statistics for ISP counts in place of STAT 320-1
All other statistics minor course requirements remain the same.
The Statistics Minor for Students in the Mathematical Methods in the Social Sciences Program
Students complete all requirements for the MMSS adjunct major, and requirements for the Statistics minor are modified as follows:
- Introductory Statistics course requirement: STAT 202-0, STAT 210-0, or equivalent is waived
- MATH 226-0 is waived
- MATH 385-0 Probability and Statistics for MMSS counts in place of STAT 320-1
- STAT 350-0 is replaced by a combination of MATH 386-1 Econometrics for MMSS and MATH 386-2 Econometrics for MMSS
All other statistics minor course requirements remain the same.
Statistics Minor and the Data Science Major
see Data Science Major catalog page