A.B. 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, especially the social sciences.

A.B. in Statistics - Applied Statistics Track (Fall 2017 and Beyond)

Notes:  

These requirements were put into effect Fall 2017. For requirements from previous years please consult the General Catalog Archive.

Preparatory Subject Matter (20-23 units)

  • MAT 16 A-B-C or MAT 17 A-B-C or MAT 21 A-B-C Calculus
  • MAT 22A Linear Algebra
  • ECS 10 or ECS 30 or ECS 40 Programming
  • STA 32 Introductory Statistical Analysis Through Computers

Depth Subject Matter (45-48 units)

  • STA 106 Analysis of Variance
  • STA 108 Regression Analysis
  • STA 138 Analysis of Categorical Data
  • STA 130A Mathematical Statistics: Brief Courses
  • STA 130B Mathematical Statistics: Brief Courses
  • STA 137 Applied Time Series Analysis or STA 141A Fundamentals of Statistical Data Science (formerly called STA 141)

Three courses from:

  • STA 104 Nonparametric Statistics
  • STA 135 Multivariate Data Analysis
  • STA 137 Applied Time Series Analysis
  • STA 141A Fundamentals of Statistical Data Science (formerly called STA 141)
  • STA 141B Data & Web Technologies for Data Analysis 
    or STA 141C Big Data & High Performance Statistical Computing 
  • STA 142 Reliability (discontinued)
  • 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. 

Three elective courses outside of Statistics:

The electives must be approved by the major advisor. They should follow a coherent sequence in a single discipline in the social sciences where statistical methods and models are applied and should cover the quantitative aspects of the discipline. You can view a list of pre-approved courses here.  Any deviation from this list must be approved by the major adviser.

Total Units: 65-71

Sample Four Year Schedule

Freshman

 Fall

Winter

Spring

 MAT 16/17/21 A

 MAT 16/17/21 B

MAT 16/17/21 C

STA 32

 Sophomore

Fall

Winter

Spring

STA 108

STA 106

ECS 10, 30, or 40

MAT 022A

UD Elective 

 Junior

 Fall

Winter

 Spring

STA 130A

 STA130B

STA 1XX

STA 137 or 141 or 141A

UD Elective

UD Elective

 Senior

Fall 

Winter

Spring

STA 138

STA/MAT 1XX

STA 1XX

UD=Upper Division

A.B. in Statistics - Applied Statistics Option (Fall 2010-Summer 2017)

Notes:    

These requirements were put into effect Fall 2010. For requirements from previous years please consult the General Catalog Archive.  

Beginning Fall 2016 the Department of Statistics will be offering several new data science couses (STA 141B, 141C, and 160) that may be used to fulfill some of the major requirements for the A.B major.  You can view how these courses may be substituted below. A printable PDF can be found here.  

Preparatory Subject Matter (19-22units)

  • MAT 16 A-B-C or MAT 17 A-B-C or MAT 21 A-B-C Calculus
  • MAT 22A Linear Algebra
  • ECS 30 Programming and Problem Solving or ECS 40 Software Development and Object-Oriented Programming (ECS 10 should be taken before ECS 30 or 40 if programming experience is limited)
  • STA 32 Introductory Statistical Analysis Through Computers

Depth Subject Matter (45-48 units)

  • STA 106 Analysis of Variance
  • STA 108 Regression Analysis
  • STA 138 Analysis of Categorical Data
  • STA 130A Mathematical Statistics: Brief Courses
  • STA 130B Mathematical Statistics: Brief Courses
  • STA 137 Applied Time Series Analysis or STA 141A Fundamentals of Statistical Data Science (formerly called STA 141)

Three courses from:

  • STA 104 Nonparametric Statistics
  • STA 135 Multivariate Data Analysis
  • STA 137 Applied Time Series Analysis
  • STA 141A Fundamentals of Statistical Data Science (formerly called STA 141)
  • STA 141B Data & Web Technologies for Data Analysis (~New Course~)
    or STA 141C Big Data & High Performance Statistical Computing (~New Course~)
  • STA 142 Reliability (discontinued)
  • STA 144 Sampling Theory of Surveys
  • STA 145 Bayesian Statistical Inference
  • STA 160 Practice in Statistical Data Science (~New Course~)
  • Note: One approved course of 4 units from STA 199, 194HA, or 194HB may be used. 

Three elective courses outside of Statistics:

The electives must be approved by the major advisor. They should follow a coherent sequence in a single discipline in the social sciences where statistical methods and models are applied and should cover the quantitative aspects of the discipline. You can view a list of pre-approved courses here.  Any deviation from this list must be approved by the major adviser.

Sample Four Year Schedule

Freshman

 Fall

Winter

Spring

 MAT 16/17/21 A

 MAT 16/17/21 B

MAT 16/17/21 C

STA 32

 Sophomore

Fall

Winter

Spring

STA 108

STA 106

ECS 030* 

MAT 022A

UD Elective 

 Junior

 Fall

Winter

 Spring

STA 130A

 STA130B

STA 1XX

STA 137 or 141 or 141A

UD Elective

UD Elective

 Senior

Fall 

Winter

Spring

STA 138

STA 1XX

STA 1XX

*ECS 10 should be taken before ECS 30 or 40 if programming experience is limited

UD=Upper Division