The minimum requirements of the Economics undergraduate major are not designed to be training for doctoral economics programs. Students who plan to continue their education should take more quantitative courses than the minimum required for the major. Preparation should start early in your undergraduate education.

Students who plan on going on to graduate school should participate in research as an undergraduate, and plan on writing an honors thesis during their senior year.

See an advisor early for assistance in planning your undergraduate program if you hope to go to graduate or professional school. You should also check the L&S website http://stepbystep.berkeley.edu/ and http://ls-yourway.berkeley.edu/graduate for helpful information on preparation for grad school.

### Course recommendations

- Math 1A-1B
- Math 53 and Math 54 (multivariable calculus and linear algebra)
- Economics 101A-B, the quantitative theory sequence
- Economics 141, the more quantitative econometrics course
- Additional math and statistics courses (linear algebra, real analysis, probability, etc.)
- Additional economics courses that emphasize theory and quantitative methods, such as Economics 103, 104, and 142.

**Upper-division math and statistics courses** for those who are adequately prepared (in order of importance)

- Math 110, Linear Algebra
- Math 104, Introduction to Analysis
- Stat 134, Concepts of Probability
- Stat 150, Stochastic Processes
- Math 105, Second Course of Analysis
- Math 170, Mathematical Methods of Optimization
- Stat 102/Stat 135, Linear modeling Theory and Applications
- Stat 151A, Statistical Inference
- Math 185, Introduction to Complex Analysis

**Graduate math and statistics courses** for those who are adequately prepared (in order of importance)

- Math 202A/202B, Introduction to Topology
- Stat 200A/200B,Introduciton to Probability and Statistics at an Advanced Level; graduate version of 101/102 sequence, not much more difficult, but harder than 134/135
- Stat 205A/205B,Probability Theory; graduate probability, much higher level than 200A/200B

*Please note: This is just a recommendation; not all courses are required. Admissions requirements vary by university and by program. Students interested in pursuing graduate school should begin gathering information from prospective programs as early as possible.*