__Analysis of Economics Data: Further
Courses__

What courses to take after Statistics 13 and Economics 102
(Analysis of Economics Data 102)?

**This is changing over time as there are more offerings.**

- Economics 140 (Econometrics) This presents regression theory and methods in more detail than 102.
- Economics 190 (Topics in Economics) will include at least one more advanced econometrics course, beginning 2018-19.
- Several economics courses include some regression analysis of
data.

These courses are in the Data Analytics and Economics Analysis Specialization Track of the Economics major.

Currently ECN 132 (Health Economics) and ECN 145 (Transportation Economics).

More courses may be added over time.

- Statistics 108 (Applied Statistical Methods: Regression
Analysis).

- Statistics 130A-B (Mathematical Statistics: Brief Course).

This is bread-and-butter statistics, often required for graduate degrees. - Statistics 131A-C (Mathematical Statistics). More advanced
version of 130A-B. Take either 130 or 131.

- Statistics 137 (Applied Time Series Analysis).

- Statistics 141A-C (Data Science, Data and Web Technologies, Big Data)

A major in Statistics requires 48-52 upper division units depending on which trak you take.

- STS 101 (Introduction to Data Studies). Data manipulation
using Excel.

- STS 115 (Data Science and Exploration). Case studies using R.

Computer science courses are listed here. Most useful may be

- ECS 10 (Introduction to Programming). Programming in Python.
- ECS 30 (Programming and problem solving). Programming in C.
- ECS 116 (Data bases for non-majors). Relational databases.
SQL.

Mathematics courses are listed here with detailed syllabi here.

To strengthen mathematics for economics take more advanced courses in linear algebra and calculus.

- MAT 22A (Linear Algebra). Covers vectors and matrices.

- MAT 67 (Modern Linear Algebra). More advanced course than 22A.
Requires 21A.

- MAT 25 (Advanced Calculus). Require 21C.

- MAT 125A (Real Analysis). Requires 25. Calculus at an even
more advanced level

*A. Colin Cameron / UC-Davis Economics / http://www.econ.ucdavis.edu/faculty/cameron*