The Bachelor of Science in Statistics is designed to provide a framework for students to develop connections between statistical concepts and theories and their applications to statistical practice.  It will prepare statisticians who can use modern statistical techniques to design studies, collect data, analyze and visualize high dimensional data sets, and draw valid conclusions in an increasingly data-centric world.  In this program, students will meld the time-tested concepts and theories of statistics with modern methods of analysis, in order to interpret the data that is collected in nearly every discipline and every sector of industry and government.

The BS in Statistics requires a total of 120 credit hours, including major core requirements, concentration requirements, and Mason Core requirements.  The program’s major core curriculum provides students with a firm foundation in statistics, mathematics, and computing.  Selection of a concentration allows a student to specialize in applied, theoretical, or computational aspects of statistical practice. 

Students will select one of three concentrations: Applied Statistics, Mathematical Statistics, or Statistical Analytics.  The Applied Statistics concentration focuses on developing proficiency in analytical methods applicable to a specific discipline of the student’s choosing.  This is accomplished through the requirement to complete a minor in a field that makes substantial use of data analysis.  The Mathematical Statistics concentration is designed for students interested in mastering the theoretical underpinnings of statistics and probability; this concentration is recommended for students who intend to continue graduate studies in statistics or whose main focus is on research.  The Statistical Analytics concentration blends the disciplines of computer science and statistics in a very modern way and is designed for students interested in applying concepts from statistics and computer science to the analysis of massive data sets.

Graduates of this program can look forward to careers in local, state, and federal government, and in the many industries that conduct scientific research, collect, and analyze data.  They will enter the workforce with the ability to impact science, public policy, technology, and industry in a positive way through their expertise in data collection, analysis, synthesis, and interpretation, each with the highest ethical standards. Graduates will also be well prepared to continue their studies in graduate schools if they so desire.

Policies

Advanced Placement, Credit by Exam

A score of 5 on the Advanced Placement (AP) statistics exam qualifies students for credit in STAT 260.

Change of Major

Students considering changing their major to Statistics should consult with the Volgenau School of Engineering Coordinator of Undergraduate Advising, 2500 Nguyen Engineering Building.  These students must have a cumulative GPA of at least 2.75 and completed MATH 114 with a grade of C or better. See Change of Major for more information. 

Grades

Students must earn a C or better in Major Core requirement courses as well as in courses required to satisfy prerequisites. 

Termination from the Major

No math, science, or Volgenau School of Engineering course that is required for the major may be attempted more than three times. Those students who do not successfully complete such a course within three attempts will be terminated from the major. Undeclared students in the Volgenau School who do not successfully complete a course required for a Volgenau School major within three attempts will also be terminated. For more information, see AP.5.2.4 Termination from the Major.

Once a student has attempted one of these courses twice unsuccessfully, the third attempt must be no later than the next semester of enrollment, excluding summers. Failure to take the course at that time will result in termination from the major. If the student is unable to take the course when required, the student may request an extension to a future semester; extensions require approval of the student's advisor, their department, and the Associate Dean for Undergraduate Programs. The deadline for extension requests is the add deadline for the semester in which the course is required.

Students who have been terminated from a Volgenau School of Engineering major may not register for a Volgenau School course without permission of the department offering the course. This applies to all undergraduate courses offered by the Volgenau School except IT 104 Introduction to Computing (Mason Core) and STAT 250 Introductory Statistics I (Mason Core)

A student may not declare any major in the Volgenau School of Engineering if the student has previously met the termination criteria for that major at any time, regardless of what the student's major was at the time the courses were taken.

Banner Code: VS-BS-STIC

Degree Requirements

Total credits: 120

Major Core

Statistics Core

STAT 260Introduction to Statistical Practice I3
STAT 334Introduction to Probability Models and Simulation3
or STAT 346 Probability for Engineers
STAT 354Probability and Statistics for Engineers and Scientists II3
STAT 362Introduction to Computer Statistical Packages3
STAT 456Applied Regression Analysis3
STAT 463Introduction to Exploratory Data Analysis3
STAT 489Pre-Capstone Professional Development3
STAT 490Capstone in Statistics (Mason Core)3
Total Credits24

Mathematics Core

MATH 113Analytic Geometry and Calculus I (Mason Core) 1,24
MATH 114Analytic Geometry and Calculus II 34
MATH 203Linear Algebra3
Total Credits11
1

Math 123-124 may be taken in place of MATH 113 if student does not have sufficiently high math placement scores to be eligible for MATH 113.

2

MATH 115 may be taken in place of MATH 113 if student qualifies.

3

MATH 116 may be taken in place of MATH 114 if student qualifies.

 Computational Skills Core

CS 105Computer Ethics and Society (Mason Core) 11
or CDS 151 Data Ethics in an Information Society (Mason Core)
CS 112Introduction to Computer Programming (Mason Core)4
Total Credits5
1

Students in the Statistical Analytics concentration must take CS 105. 

Restricted Electives

Statistics

Select nine credits of STAT electives9
Total Credits9
1

May not be used to fulfill other degree requirements.

Technical

Select nine credits of technical electives. Specific course selections must be pre-approved by the undergraduate coordinator. Students may need to choose electives to satisfy prerequisites for some of these courses. In some cases, students will need to contact other departments for permission to enroll.9
Health Data Challenges
Discrete Events Systems Modeling
Professional and Technical Writing
Database Fundamentals
Decision and Risk Analysis
Financial Systems Engineering
Total Credits9

Concentrations

Select one concentration and complete all requirements.

Concentrations

Concentration in Applied Statistics (ASTA)

Focuses on developing proficiency in analytical methods applicable to a specific discipline of the student’s choosing.  This is accomplished through the requirement to complete a minor in a field that makes substantial use of data analysis. 

Students must complete 15 - 21 credits in a pre-approved minor, selected in consultation with the undergraduate coordinator. Courses taken to fulfill the minor requirements that are not used to fulfill Major Core or Restricted Electives requirements are considered unique to the minor. At least 15 credits of the minor coursework, technical electives, general electives, and additional Mason Core courses must be at or above the 300 level.15-21

Concentration in Mathematical Statistics (MTHS)

Designed for students interested in mastering the theoretical underpinnings of statistics and probability; this concentration is recommended for students who intend to continue graduate studies in statistics or whose main focus is on research. 

STAT 356Statistical Theory3
CDS 130Computing for Scientists (Mason Core)3
MATH 213Analytic Geometry and Calculus III 13
MATH 290Introduction to Advanced Mathematics3
MATH 315Advanced Calculus I3
Total Credits15
1

MATH 215 may be taken in place of MATH 213 if student qualifies.

At least 9 credits of the technical electives, general electives, and additional Mason Core courses must be at or above the 300 level.

Concentration in Statistical Analytics (STLA)

Blends the disciplines of computer science and statistics in a very modern way and is designed for students interested in applying concepts from statistics and computer science to the analysis of massive data sets.

STAT 472Introduction to Statistical Learning3
CS 211Object-Oriented Programming3
CS 310Data Structures3
CS 330Formal Methods and Models3
CS 450Database Concepts3
or CDS 302 Scientific Data and Databases
CS 484Data Mining3
or CDS 303 Scientific Data Mining
MATH 125Discrete Mathematics I (Mason Core)3
OR 481Numerical Methods in Engineering3
Total Credits24

Additional Mason Core

Foundation Requirements
Written Communication 16
Oral Communication3
Core Requirements
Literature3
Arts3
Western Civilization/World History3
Global Understanding3
Social and Behavioral Sciences3
Natural Science7
Total Credits31
1

Statistics majors must take the Natural Sciences and Technology section of ENGH 302. 

General Electives

The number of general elective credits varies with choice of concentration7-16
Total Credits7-16
 
 

Statistics, BS/Operations Research, Accelerated MS

Overview

Highly-qualified students in the Statistics, BS have the option of obtaining an accelerated Operations Research, MS.

For more detailed information, see AP.6.7 Bachelor's/Accelerated Master's Degrees. For policies governing all graduate degrees, see AP.6 Graduate Policies.

Admission Requirements

Mason undergraduate students majoring in Statistics, BS may apply to this option if they have earned 90 undergraduate credits with an overall GPA of at least 3.30 and completed all MATH and PHYS requirements. Criteria for admission are identical to criteria for admission to the Operations Research, MS program.

Accelerated Options Requirement

Students must complete all credits that satisfy requirements for both the BS and MS programs. Up to two courses (6 credit hours) of approved master’s level courses taken as part of the undergraduate degree may be applied to the graduate degree. The courses selected for this purpose must be approved by the academic advisors of both the BS and MS programs and by the SEOR department chair. For the BS programs that allow undergraduate electives from the department of system engineering and operations research, the students may choose the graduate version of such electives to replace the corresponding undergraduate courses. 

Degree Conferral

Students must apply the semester before they expect to complete the BS requirements to have the BS degree conferred. In addition, at the beginning of the student's final undergraduate semester, students must complete a Bachelor's/Accelerated Master's Transition form that is submitted to the Office of the University Registrar and the VSE Graduate Admissions Office. At the completion of MS requirements, a master's degree is conferred.

Statistics, BS/Systems Engineering, Accelerated MS

Overview

Highly-qualified students in the Statistics, BS have the option of obtaining an accelerated Systems Engineering, MS.

For more detailed information, see AP.6.7 Bachelor's/Accelerated Master's Degrees. For policies governing all graduate degrees, see AP.6 Graduate Policies.

Admission Requirements

Mason undergraduate students majoring in Statistics, BS may apply to this option if they have earned 90 undergraduate credits with an overall GPA of at least 3.30 and completed all MATH and PHYS requirements. Criteria for admission are identical to criteria for admission to the Systems Engineering, MS program.

Accelerated Options Requirement

Students must complete all credits that satisfy requirements for both the BS and MS programs. Up to two courses (6 credit hours) of approved master’s level courses taken as part of the undergraduate degree may be applied to the graduate degree. The courses selected for this purpose must be approved by the academic advisors of both the BS and MS programs and by the SEOR department chair. For the BS programs that allow undergraduate electives from the department of system engineering and operations research, the students may choose the graduate version of such electives to replace the corresponding undergraduate courses. 

Degree Conferral

Students must apply the semester before they expect to complete the BS requirements to have the BS degree conferred. In addition, at the beginning of the student's final undergraduate semester, students must complete a Bachelor's/Accelerated Master's Transition form that is submitted to the Office of the University Registrar and the VSE Graduate Admissions Office. At the completion of MS requirements, a master's degree is conferred.

BS (selected)/Statistical Science, Accelerated MS

Overview

Highly-qualified students in selected BS programs (see below) have the option of obtaining an accelerated Statistical Science, MS. Students in an accelerated degree program must fulfill all university requirements for the master’s degree.

For more detailed information, see AP.6.7 Bachelor's/Accelerated Master's Degrees. For policies governing all graduate degrees, see AP.6 Graduate Policies.

Admission Requirements

Students enrolled in a BS degree in any one of the Volgenau School major areas, in the Mathematics, BS program from the College of Science, or in the Economics, BS program from the College of Humanities and Social Sciences may apply to this option if they have earned 90 undergraduate credits with an overall GPA of 3.00. Criteria for admission are identical to criteria for admission to the Statistical Science, MS program, which include successful completion of the following Mason courses each with a grade of C or better:

MATH 113Analytic Geometry and Calculus I (Mason Core)4
MATH 114Analytic Geometry and Calculus II4
MATH 213Analytic Geometry and Calculus III3
MATH 203Linear Algebra3
or MATH 321 Abstract Algebra
STAT 250Introductory Statistics I (Mason Core)3
or STAT 344 Probability and Statistics for Engineers and Scientists I
STAT 346Probability for Engineers3
or MATH 351 Probability

Accelerated Option Requirements

Students must complete all credits that satisfy requirements for the BS and MS programs, with 6 credits overlapping with grades of B or better in two 500-level STAT courses selected from STAT 544 Applied ProbabilitySTAT 554 Applied Statistics I, and STAT 574 Survey Sampling I.

Degree Conferral

Students must apply the semester before they expect to complete the BS requirements to have the BS degree conferred. In addition, at the beginning of the student's final undergraduate semester, students must complete a Bachelor's/Accelerated Master's Transition form that is submitted to the Office of the University Registrar and Graduate Recruitment and Enrollment Services. At the completion of MS requirements, a master's degree is conferred.