B.S. in Statistics: Applied Statistics

This track emphasizes statistical applications. It is recommended for students who are interested in applications of statistical techniques to various disciplines including the biological, physical and social sciences.

This track allows students to take some of their elective major courses in another subject area where statistics is applied.  A list of pre-approved electives can be found here.  


These requirements were put into effect Fall 2019.  Requirements from previous years can be found in the General Catalog Archive.

Preparatory Subject Matter (27-31 units)

  • MAT 16A-B-C or 17A-B-C or 21A-B-C Calculus (MAT 21 series preferred.)
  • MAT 22A Linear Algebra
  • ECS 32A or 36A Programming
    • Former courses ECS 10 or 30 or 40 may also be used.
  • Two introductory courses serving as the prerequisites to upper division courses in a chosen discipline to which statistics is applied
  • STA 13 or 32 or 100 
    • STA 32 or 100 preferred

Depth Subject Matter (48-52 units)

  • STA 106 Analysis of Variance
  • STA 108 Regression Analysis
  • STA 138 Analysis of Categorical Data
  • STA 141A Fundamentals of Statistical Data Science
  • STA 130A Mathematical Statistics: Brief Course
  • STA 130B Mathematical Statistics: Brief Course

Three courses from:

  • STA 104 Nonparametric Statistics
  • STA 135 Multivariate Data Analysis
  • STA 137 Applied Time Series Analysis
  • STA 141B Data & Web Technologies for Data Analysis 
    or STA 141C Big Data & High Performance Statistical Computing 
  • STA 144 Sampling Theory of Surveys
  • STA 145 Bayesian Statistical Inference
  • STA 160 Practice in Statistical Data Science 
  • MAT 168 Optimization
  • One approved course of 4 units from STA 199, 194HA, or 194HB may be used. 

Four upper division elective courses outside of statistics:

The electives are chosen with and must be approved by the major adviser. They should follow a coherent sequence in one single discipline where statistical methods and models are applied. At least three of them should cover the quantitative aspects of the discipline. The electives must all be upper division. You can view a list of pre-approved courses here.  Any deviation from this list must be approved by the major adviser.

Total Units: 75-83


Sample Schedule


  • Fall 
    • MAT 16/17/21 A
    • LD Elective
  • Winter
    • MAT 16/17/21  B
    • ECS XX
  • Spring
    • MAT 16/17/21  C
    • Intro STA


  • Fall 
    • MAT 022A
    • LD Elective
  • Winter
    • STA 108
    • Approved Elective
  • Spring
    • STA 106
    • Approved Elective


  • Fall 
    • STA 130A
  • Winter
    • STA 130B
    • STA 1XX
  • Spring
    • STA 141A
    • Approved Elective


  • Fall 
    • STA 138
  • Winter
    • STA/MAT 1XX
    • Approved Elective
  • Spring
    • STA 1XX

LD=Lower Division