# Bachelor of Science in Statistics

This is an archived copy of the 2016-2017 bulletin. To access the most recent version of the bulletin, please visit bulletin.sfsu.edu. Any changes will appear on our errata page.

The Bachelor of Science in statistics is an interdisciplinary program offered for students who intend to pursue an advanced degree, or who are planning careers as statisticians in industry, business, government, or scientific research.

To give the students both breadth and depth and to introduce them to a variety of fields where statistics may be applied, we offer three emphases for the degree: science, business, and economics.

## Statistics (B.S.) — 54 units

### Core Requirements (42 units)

CSC 210Introduction to Computer Programming3
or CSC 309 Computer Programming for Scientists and Engineers
MATH 226Calculus I4
MATH 227Calculus II4
MATH 228Calculus III4
MATH 301GWExploration and Proof - GWAR3
MATH 325Linear Algebra3
MATH 338Introduction to SAS3
MATH 340Probability and Statistics I3
MATH 424Introduction to Linear Models3
MATH 441Probability and Statistics II3
MATH 442Probability Models3
MATH 448Introduction to Statistical Learning and Data Mining3
MATH 449Categorical Data Analysis3

Select four courses in consultation with the statistics advisor:
DS 408Computer Simulation3
DS 412Operations Management3
DS 612Data Mining with Business Applications3
DS 851Computer Simulation and Decision-Making3
DS 853Applied Multivariate Analysis3
BUS 776Data Analysis for Managers3
BUS 786Operations Analysis3
ISYS 363Information Systems for Management3
ISYS 463Information Systems Analysis and Design3
ISYS 464Managing Enterprise Data3

### Economics Emphasis (12 units)

Select four courses in consultation with the statistics advisor
ECON 301Intermediate Microeconomic Theory3
ECON 302Intermediate Macroeconomic Theory3
ECON 312Introduction to Econometrics3
ECON 601Applied Microeconomics3
ECON 616Experimental Economics and Game Theory3
ECON 715Mathematical Economics3
ECON 731Econometric Theory3
ECON 825Applied Time Series Econometrics3

### Science Emphasis (12 units)

Select four courses in consultation with the statistics advisor
MATH 370Real Analysis I3
MATH 376Ordinary Differential Equations I3
MATH 400Numerical Analysis3
MATH 430Mathematics of Optimization3
MATH 460Mathematical Modeling3
MATH 490Mathematics Seminar (Game Theory)3

### General Education Requirements

Requirement Course Level Units Area Designation
Oral Communication LD 3 A1
Written English Communication I LD 3 A2
Critical Thinking LD 3 A3
Written English Communication II LD 3 A4
Physical Science LD 3 B1
Life Science LD 3 B2
Lab Science LD 1 B3
Mathematics/Quantitative Reasoning LD 3 B4
Arts LD 3 C1
Arts or Humanities LD 3 C1 or C2
Humanities: Literature LD 3 C3
Social Sciences LD 3 D1
Social Sciences: US History LD 3 D2
Social Sciences: US & CA Governement LD 3 D3
Lifelong Learning and Self-Development (LLD) LD or UD 3 E
Physical and/or Life Science UD 3 UD-B
Arts and/or Humanities UD 3 UD-C
Social Sciences UD 3 UD-D
SF State Studies
Courses certified as meeting the SF State Studies requirements may be upper or lower division in General Education (GE), in a major or minor, or may be an elective.
American Ethnic and Racial Minorities (AERM) LD or UD 3
Environmental Sustainability (ES) LD or UD 3
Global Perspectives (GP) LD or UD 3
Social Justice (SJ) LD or UD 3

Note: LD = lower division; UD = upper division.

## First Time Student Roadmap (4 year)

This 2016 - 2017 roadmap opens in a new tab.

## Transfer Student Roadmap (2 year)

For students with a Mathematics Associate Degree for Transfer (AS-T). This 2016 - 2017 roadmap opens in a new tab.

## This degree program is an approved pathway (“similar” major) for students earning the ADT in Mathematics

California legislation SB 1440 (2009), mandated the creation of the Associate Degree for Transfer (ADT) to be awarded by the California Community Colleges. Two types of ADTs are awarded: Associate in Arts for Transfer (AA-T) and Associate in Science for Transfer (AS-T). Note: no specific degree is required for admission as an upper division student. However, the ADT includes specific guarantees related to admission and graduation, and is designed to clarify the transfer process and strengthen lower division preparation for the major.

An ADT totals sixty units and includes completion of all lower division GE and at least eighteen units in a specific major. Students pursuing an ADT are guaranteed admission to the CSU if minimum eligibility requirements are met, though not necessarily to the CSU campus of primary choice.

Upon verification that the ADT has been awarded prior to matriculation at SF State, students are guaranteed B.A. or B.S. completion in 60 units if pursuing a “similar” major after transfer. Determinations about “similar” majors at SF State are made by faculty in the discipline.

Degree completion in 60 units cannot be guaranteed when a student simultaneously pursues an additional major, a minor, certificate, or credential.

A sample advising roadmap for students who have earned an ADT and is continuing in this major at SF State is available on the Roadmaps tab and displays

• How many lower division units required for the major have been completed upon entry based on award of a specific ADT;
• Which lower division requirements are considered complete upon entry based on award of a specific ADT;
• How to complete the remaining 60 units for the degree in four semesters.

Students who have earned an ADT should seek advising in the major department during the first semester of attendance.

## General Advising Information for Transfer Students

1. Before transfer, complete as many lower division requirements or electives for this major as possible.
2. The following courses are not required for admission but are required for graduation. Students are strongly encouraged to complete these units before transfer; doing so will provide more flexibility in course selection after transfer.
• a course in U.S. History
• a course in U.S. & California government
• a 2nd-semester course in written English composition

For information about satisfying the requirements described in (1) and (2) above at a California Community College (CCC), go to http://assist.org Check any geographically accessible CCCs; sometimes options include more than one college. Use ASSIST to determine

• Which courses at a CCC satisfy any lower division major requirements for this major
• Which courses at a CCC satisfy CSU GE, US History, and US & CA Government

Remedial courses are not transferable and do not apply to the minimum 60 units/90 quarters required for admission.

Additional units for courses that are repeated do not apply to the minimum 60 units required for upper division transfer (for example, if course was not passed on first attempt, or was taken to earn a better grade).

Before leaving the last California community college of attendance, obtain a summary of completion of lower division General Education units (IGETC or CSU GE Breadth). This is often referred to as a GE certification worksheet. SF State does not require delivery of this certification to Admissions, but students should retain this document for verifying degree progress after transfer.

Credit for Advanced Placement, International Baccalaureate, or College-Level Examination Program courses: AP/IB/CLEP credit is not automatically transferred from the previous institution. Units are transferred only when an official score report is delivered to SF State. Credit is based on the academic year during which exams were taken. Refer to the University Bulletin in effect during the year of AP/IB/CLEP examination(s) for details regarding award of credit for AP/IB/CLEP.

Students pursuing majors in science, technology, engineering and mathematics (STEM) disciplines often defer 6-9 units of lower division general education in areas C and D until after transfer in order to focus on preparation courses for the major. (This advice does not apply to students pursuing associate degree completion before transfer.)

## Transferring from institutions other than CCCs or CSUs

Review SF State's lower division General Education requirements. As described above, the four basic skills courses required for admission meet A1, A2, A3 and B4 in the SF State GE pattern. Courses that fulfill the remaining areas of SF State’s lower division GE pattern are available at most two-year and four-year colleges and universities.

Of the four required basic skills courses, a course in critical thinking (GE A3) may not be widely offered outside the CCC and CSU systems. Students should attempt to identify and take an appropriate course no later than the term of application to the CSU. Review more information about the A3 requirement here.

Identify and complete a 2nd-semester written English composition course before transfer. This is usually the next course after the typical “freshman comp” course, with a focus on writing, reading and critical analytical skills for academic purposes, and developing skills in composing, revising, and the use of rhetorical strategies.

Waiting until after transfer to take a single course at SF State that meets both US and CA/local government requirements may be an appropriate option, particularly if transferring from outside of California.