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Mathematics and Statistics

The Program in Mathematics | Career and Academic Paths | Academic Advising | Degree Requirements | Honors Program | Evening and Part-time Options | Combined B.S./M.S. Program | Special Opportunities | Student Organizations | The Statistics Program |

Faculty

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Chair

Nagaraj K. Neerchal

Professors

Thomas E. Armstrong
Johnathan Bell
Matthias K. Gobbert
M.S. Gowda
Osman Guler
Jacob Kogan
James T. Lo
Yen-Mow Lynn
Thomas Mathew
Arthur O. Pittenger
Florian Potra
Rouben Rostamian
Anindya Roy
Andrew Rukhin
Thomas I. Seidman
Bimal K. Sinha
Manil Suri

Associate Professors

Kathleen Hoffman
Susan Minkoff
Muruhan Rathinam
John Zweck

Assistant Professors

Andrei Draganescu
Yi Huang
Weining Kang
Do-Hwan Park
Junyong Park
Bradford E. Peercy
Jinglai Shen

Senior Lecturer

Bonny Tighe

Lecturers

Rajalakshmi Baradwaj

Emeritus

Abdul Aziz
Nam P. Bhatia
Fred Gross

Courses in this program are listed under MATH and STAT.

The Department of Mathematics and Statistics offers major programs leading to both the B.A. and B.S. in Mathematics and the B.S. in Statistics. Students in other departments may pursue a minor or a second major in mathematics or statistics. Students in mathematics or statistics may not obtain a minor in the other although a second major is possible.

Career and Academic Paths

Through their choice of mathematics and statistics electives, students may tailor their program for a wide variety of career goals. Current careers for those with an undergraduate degree in mathematics and/or statistics include secondary school teaching, applied design in industry, actuarial services in insurance, research in government agencies, and many more.

UMBC successfully places students at many nearby employers of mathematicians and statisticians, including Blue-Cross/BlueShield, Alexander & Alexander, the Social Security Administration, the National Security Agency, NASA’s Goddard Space Flight Center, the Naval Research Lab, the U.S. Census Bureau, Northrop Grumann and Lockheed Martin.

Many mathematics majors also pursue graduate degrees in mathematics and statistics, computer science, physics and engineering. Graduates have gone on to the graduate programs at such institutions as, The Johns Hopkins University; University of Maryland, College Park; California Institute of Technology; Rice University; University of Illinois; University of Wisconsin; Syracuse University; Indiana University and Oxford University.

Concentration for Graduate Study

This is particularly appropriate for those who wish to pursue advanced studies in mathematics at the graduate level. French, German or Russian should be used to satisfy language General Foundation Requirements, because these languages are a requirement of some graduate institutions.

Concentration in Applied Mathematics

This is recommended for students who wish to prepare for industrial employment with engineering or physical science applications, immediately after obtaining a baccalaureate degree, either B.S. or B.A. The emphasis in this concentration is applications in which physical phenomena and processes are modeled with differential equations and the numerical solutions of these systems.

Concentration in Optimization and Operations Research

This is recommended for students who wish to prepare for industrial employment as applied mathematicians/ operations researchers. It is also particularly appropriate for those interested in the optimization techniques applicable to economics, management science, engineering and physical sciences.

Concentration in Actuarial Science

This is designed for students who wish to prepare for a career in actuarial mathematics. Courses in this concentration will prepare a student for the first examinations administered by the Society of Actuaries.

Concentration in Mathematics Education

This has been developed in cooperation with the UMBC Department of Education and is specifically designed for students who wish to become certified as secondary school mathematics teachers. Students should consult with an advisor in the Department of Education for specific requirements for certification.

Concentration in Statistical Sciences

This is designed for students who wish to prepare for careers as statisticians or for other careers heavily using probability and statistics. This concentration is appropriate for students who pursue graduate study in statistics.

B.S. in Statistics

The B.S. in Statistics is described following the description of the major in mathematics. Majors in mathematics also may pursue a second major in statistics to obtain greater depth than the concentration in statistical sciences provides. At least five upper-division electives beyond core requirements in mathematics must be mathematics courses if a student is to receive a double major or dual degree in mathematics and statistics. Statistics majors may not obtain a minor in mathematics.

Degree Requirements

The Bachelor of Science degree requires a minimum of 61 credits. The Bachelor of Arts degree requires a minimum of 50 credits, and a minor in mathematics requires a minimum of 31 credits. These are allocated below between core requirements, upper-division mathematics/statistics elective requirements and supplementary elective requirements.

For all mathematics majors and minors, a common core of courses is required. These core requirements are the same for candidates for the Bachelor of Arts and for mathematics minors. Candidates for the Bachelor of Science degree must complete three additional courses for their core requirements.

Core Requirements for the Bachelor of Arts Degree and for Minors

  • MATH 151
    Calculus and Analytic Geometry I
  • MATH 152
    Calculus and Analytic Geometry II
  • MATH 221
    Introduction to Linear Algebra
  • MATH 225
    Introduction to Differential Equations
  • MATH 251
    Multivariable Calculus
  • MATH 301
    Introduction to Mathematical Analysis I
  • CMSC 201
    Computer Science INote:
a) Core requirements MATH 151, MATH 152, CMSC 201 are fulfilled by sufficiently high scores on AP or CLEP or IB examinations. See Appendices of this catalog for details.

b) The sequence MATH 140, 141, 142 is equivalent to MATH 151, 152. Students may not receive credit for both sequences.

c) Students may need to take CMSC 104 prior to CMSC 201. CoreRequirements for the Bachelor of Science Degree.

In addition to the core requirements listed above, the Bachelor of Science degree requires the following:
  • MATH 302
    Introduction to Mathematical Analysis II
    OR

  • MATH 401
    Mathematical Analysis
  • PHYS 121
    Introductory Physics I
  • PHYS 122
    Introductory Physics II
The above cannot be used to fulfill mathematics elective requirements or supplementary elective requirements.

Mathematics/Statistics Elective Requirements

After completion of the core requirements, each major or minor is required to take a certain number of additional three- or four-credit mathematics or statistics courses numbered 300 or higher. MATH 380, STAT 350 and STAT 351, designed for other majors, are not allowed to meet the requirements below. MATH 432 may not be used as a mathematics elective, but it may be used as a supplementary elective. NOTE:MATH 432 is a GEP writting intensive course.

Minors
Two courses

B.A. degree
Five courses

B.S. degree
Six courses

For one of the mathematical electives, a major may bundle together three or more credits from courses carrying one or two credits. These include: MATH 426, 427, 479, 480, 490, 496, 499 and STAT 432, 470, 490, 496 and 499.

Mathematics and Statistics

For the B.S. in Mathematics, at least three of the mathematics/statistics electives must be at the 400 level; for the

B.A., at least two of the mathematics/statistics electives must be at the 400 level. Listed below are suggested electives for each concentration mentioned previously.

Concentration for Graduate Study

  • MATH 302
    Introduction to Mathematical Analysis II
    OR

  • MATH 401
    Mathematical Analysis

  • MATH 306
    Geometry
  • MATH 404
    Introduction to Partial Differential Equations
  • MATH 407
    Introduction to Modern Algebra and Number Theory
  • MATH 408
    Abstract Algebra
  • MATH 410
    Introduction to Complex Analysis
  • MATH 411
    Linear Algebra
  • MATH 421
    Introduction to Topology
  • MATH 430
    Matrix Analysis
  • MATH 423
    Differential Geometry
  • MATH 441
    Introduction to Numerical Analysis
  • STAT 451
    Introduction to Probability Theory
  • MATH 475
    Combinatorics and Graph Theory
  • MATH 497
    Senior Thesis


Note: Students preparing for graduate study should take as many courses beyond those mathematics/statistics electives required for the B.A. or B.S. as possible. This will increase both their depth and breadth ofmathematical knowledge.


Concentration in Applied Mathematics

  • MATH 302
    Introduction to Mathematical Analysis II
    OR

  • MATH 401
    Mathematical Analysis
  • MATH 341
    Computational Methods
  • MATH 385
    Introduction to Mathematical Modeling
  • MATH 404
    Introduction to Partial Differential Equations
  • MATH 410
    Introduction to Complex Analysis
  • MATH 423
    Differential Geometry
  • MATH 441
    Introduction to Numerical Analysis
  • MATH 456
    Mathematical Methods for Science and Engineering
  • MATH 481
    Mathematical Modeling
  • MATH 485
    Introduction to the Calculus of Variations


Concentration in Optimization and Operations Research

  • MATH 381
    Linear Methods of Operations Research
  • MATH 411
    Linear Algebra
  • MATH 430
    Matrix Analysis
  • MATH 452
    Introduction to Stochastic Processes
  • MATH 475
    Combinatorics and Graph Theory
  • MATH 481
    Mathematical Modeling
  • MATH 482
    Non-linear Optimization
  • MATH 483
    Linear and Combinatorial Optimization
  • MATH 484
    Stochastic Methods in Operations Research
  • MATH 495
    Topics in Mathematics of Operations Research
  • STAT 451
    Introduction to Probability Theory

Concentration in Actuarial Science

  • STAT 417
    Introduction to Time Series Data Analysis
  • STAT 451
    Introduction to Probability Theory
  • STAT 453
    Introduction to Mathematical Statistics
  • STAT 454
    Applied Statistics
  • STAT 470
    Probability for Actuarial Science

Students are advised to take the following courses that have been approved by Society of Actuaries to satisfy its Validation by Educational Experience (VEE) requirement in three topics.

VEE – Applied Statistical Methods:
STAT 417 and STAT 454

VEE – Economics:
ECON 101 and ECON 102

VEE – Corporate Finance:
ECON 374

Concentration in Statistical Sciences

  • STAT 451
    Introduction to Probability Theory
  • STAT 453
    Introduction to Mathematical Statistics
  • STAT 454
    Applied Statistics
  • MATH 430
    Matrix Analysis
  • MATH 452
    Introduction to Stochastic Processes

  • Other 400-level STAT courses

Concentration in Mathematics Education

  • MATH 306
    Geometry
  • MATH 407
    Introduction to Modern Algebra and Number Theory
One course with heavy computational emphasis:
  • MATH 341
    Computational Methods
    OR

  • MATH 441
    Introduction to Numerical Analysis
One course in mathematical modeling:
  • MATH 385
    Introduction to Mathematical Modeling
    OR

  • MATH 481
    Mathematical Modeling
At least one semester of probability and statistics:
  • STAT 355
    Introduction to Probability and Statistics for Scientists and Engineers
    OR


    the sequence:
  • STAT 451
    Introduction to Probability Theory
    AND
  • STAT 453
    Introduction to Mathematical Statistics

Supplementary Requirements for Mathematics Education

  • MATH 432
    History of Mathematics
  • CMSC 203
    Discrete Structures
  • EDUC 420
    Teaching Mathematics in the Elementary School
    OR

  • EDUC 426
    Teaching Mathematics in the Secondary School


Note:None of the mathematics electives nor the supplementary electives are elective except for choices within
categories; all are required by the certificate program in mathematics education.

Note: One science course (e.g. PHYS 121) is also required by this program. For a B.S. in Mathematics, students earning the certificate in Mathematics Education should take MATH 302 or 401, PHYS 121, 122, and the sequence STAT 451, 453 or a second course from MATH 341 or 441.

Supplementary Requirements

Mathematics and statistics have proven indispensable in many disciplines in the physical sciences, the social sciences and even in the humanities and arts. Much of mathematics and statistics has developed with a view toward its applications in other fields. To develop an appreciation of the connection, mathematics majors are required to take three courses for the B.A. and two courses for the B.S. from other departments reflecting these interconnections. These are listed below. From time to time, special topics courses offered by other departments may be used to satisfy supplementary requirements, subject to departmental approval. Occasionally mathematics or statistics courses are cross-listed in other departments. Taken under the other department these count as supplementary electives. Mathematics minors are not subject to these supplementary requirements.

Courses for Supplementary Requirements

  • BIOL 463
    Theoretical and Quantitative Biology
  • CHEM 401
    Chemical and Statistical Thermodynamics
  • CHEM 415
    Statistical Mechanics and Theory of Rate Processes
  • CMPE 320
    Probability Statistics and Random Processes
  • CMPE 323
    Signal and System Theory
  • CMSC 203
    Discrete Structures
    *(Must be taken before MATH 301 to be accepted as a supplementary elective)
  • CMSC 341
    Data Structures
  • CMSC 441
    Algorithms
  • CMSC 442
    Information and Coding Theory
  • CMSC 443
    Cryptology
  • CMSC 451
    Automata Theory and Formal Languages
  • CMSC 452
    Logic for Computer Science
  • CMSC 453
    Applied Combinatorics and Graph Theory
  • ECON 309
    Survey of Economics and Finance for Scientists and Engineers
  • ECON 311
    Intermediate Microeconomic Analysis
  • ECON 374
    Fundamentals of Financial Management
  • ECON 417
    The Economics of Strategic Interaction
  • ECON 421
    Introduction to Econometrics
  • EDUC 420
    Teaching Mathematics in the Elementary School
  • EDUC 426
    Teaching Mathematics in the Secondary School
  • ENCH 300
    Chemical Processes and Thermodynamics
  • ENME 217
    Engineering Thermodynamics
  • ENME 315
    Intermediate Thermodynamics
  • ENME 342
    Fluid Mechanics
  • ENME 410
    Operations Research
  • MATH 432
    History of Mathematics
  • PHIL 248
    Introduction to Scientific Reasoning
  • PHIL 346
    Deductive Systems
  • PHIL 372
    Philosophy of Science
  • PHYS 121
    Introductory Physics I
  • PHYS 122
    Introductory Physics II
  • PHYS 224
    Introductory Physics III
  • PHYS 303
    Thermal and Statistical Physics
  • PHYS 321
    Intermediate Mechanics
  • PHYS 407
    Electromagnetic Theory
  • PHYS 424
    Introduction to Quantum Mechanics
  • PHYS 440
    Computational Physics

General Education Requirements for Mathematics Majors

Mathematics majors who are considering courses to satisfy General Education Requirements will satisfy the biological/physical science requirements if they take PHYS 121 and 122 and a lab course. For the social science (SS) General Education Requirement, good choices would be ECON 101 and 102, which are prerequisite to supplementary requirement courses ECON 311, 374, 417 and 421. These are recommended in particular for those pursuing the concentration in actuarial science or, to a lesser extent, concentrations in statistics science or optimization and operations research. PHIL 146 and 248 are recommended as choices for AH General Education Requirement courses. The latter is also a supplementary requirement for the major. Note that those pursuing the Bachelor of Science degree need only take one culture course. Both MATH 432 and MATH 481 Satisfy the GEP writting intensive requirements. Students may also wish to consider ENGL 393. Both MATH 432 and MATH 481 satisfy the GEP writing intensive requirements. Students may also wish to consider ENGL 393.


General Education Requirements for Non-Majors

Students who are not planning to major in mathematics should elect the mathematics courses that fulfill their general requirements on the basis of their academic program and goals. Students whose major requires or recommends a specific mathematics course should follow that recommendation. Students whose program does not require any mathematics may wish to consider MATH 100, MATH 115 or STAT 121 as one of the courses satisfying the mathematic General Foundation Requirement.

Note: Before registering in any mathematics course up to MATH 151 or MATH 155, students must have completed a placement test administered by the Learning Resources Center if they have notcompleted the prerequisite college-level course with a “C” or better.  This is normally done prior to the first semester at UMBC.
Otherwise students must complete MATH 106 with a “C” or better. Even higher algebra skills are recommended for MATH 150 or MATH 155.
The specific courses listed as prerequisites indicate the level of maturity necessary for the course. A student who does not have a formal prerequisite for a particular course must request the consent of the instructor to take that course. Prerequisites for all mathematics courses must be satisfied with a grade of “C” or better.

All courses for major or minor requirements must be passed with a grade of “C” or better.


Combined B.S./M.S. Program

For qualified students, the department offers a combined B.S./M.S. program leading to the Bachelor of Science in Mathematics and the Master of Science in Applied Mathematics. By taking advantage of the integrated features of the program, a student can earn, in five years and 141 credits, two degrees, which, if pursued separately, would require at least six years and 150 credits. This allows students to transfer up to nine credits from their undergraduate transcript, beyond 120, to their graduate transcript, which results in a corresponding decrease in the number of credits required for completion of the M.S. degree.

Interested students should apply for this program after they have completed 60 credits, including transfer credits, toward a Bachelor of Arts or Bachelor of Science degree. All applicants who have completed MATH 151, 152, 221, 251 and CMSC 201 at UMBC with a GPA of 3.0 or higher will be accepted into the program. Application during or immediately subsequent to taking MATH 301 is recommended. All other applicants will have their applications reviewed by the department and may be admitted provisionally.

To complete this program in the desired five years, it is strongly recommended that students have completed 126 to 129 credit hours by the end of their fourth year of study, that they have met all the degree requirements for a bachelor’s degree in mathematics by that time, and that they have a surplus of two or three mathematics courses that were completed at the 600 level or above. It is strongly recommended that students in this program take core graduate courses in their fourth year.

The Statistics Program


Statistics is the science and art of making inferences from data under conditions of uncertainty. The practice of statistics requires not only an understanding of statistical techniques, but also some understanding of the nuances of the problem requiring statistical analysis — whether it is in the social or physical sciences, engineering, medicine or
business.

The major program leading to a B.S. in Statistics, offered by the Department of Mathematics and Statistics, is geared toward the above goal. The educational program is designed to give students a broad perspective on the theory and applications of statistics. In particular, the interdisciplinary curriculum structure of the program
helps develop skills in the application of statistical methods to a variety of disciplines. The university’s state-of-the-art computing facilities are available to all students and are used in conjunction with instruction.

UMBC is the only institution in Maryland offering an undergraduate major in statistics. Students from other fields (other than mathematics or statistics) also may obtain a minor in statistics.

Career and Academic Paths

The use of statistical methods to address complex problems is pervasive in almost all areas of business, government and science, and this has created a growing demand for statisticians. UMBC’s location puts it at the heart of some of the most exciting statistical work in the nation, carried out at the Census Bureau (Suitland, MD), Bureau of Labor Statistics (Washington, D.C.).

U.S. Environmental Protection Agency (Washington, D.C.), National Center for Health Statistics (Hyattsville, MD), the Army Research Laboratory (Aberdeen Proving Ground, MD), National Institutes of Health (Bethesda, MD), and the Food and Drug Administration (Rockville, MD), along with several other federal agencies, pharmaceutical companies and other industries. The ever-growing demand for statisticians at these places makes our B.S. in Statistics very attractive.

Statisticians working at the U.S. Census Bureau, Bureau of Labor Statistics, National Center for Health Statistics, etc., are required to work on various applications, including design and analysis of surveys, evaluation of non-sampling errors resulting from non-response and research to reduce these errors.

Statisticians working at pharmaceutical companies are required to be knowledgeable in biostatistics. Our B.S. program (applied statistics track) is tailored toward the needs of federal agencies, pharmaceutical companies and industries in general.

In addition, there is a heavy demand for statisticians who have completed graduate degrees (M.S. or Ph.D.). The mathematical statistics track in the B.S. program prepares students to pursue graduate study in statistics.


Academic Advising

Subsequent to the declaration of a major in statistics, each student will be assigned an advisor from the statistics faculty of the department. Students must consult with their advisor prior to course registration. In addition to keeping track of each student’s academic progress through the academic program, the faculty advisor is available
to discuss related issues such as career goals, internship opportunities, opportunities for graduate study, etc. The departmental advising process is designed to give each student individual attentionand guidance.

The B.S. Program in Statistics

Students may tailor their program of study by choosing one of two tracks: the applied statistics track or the mathematical statistics track. Students in the applied statistics track take courses that help develop skills in the application of statistics to real problems. This track is recommended for students who wish to prepare for employment in government or industry. The applied statistics track is also appropriate for those who wish to pursue graduate study in statistics, with an emphasis on applications. The track in mathematical statistics provides the necessary background and stimulation for graduate study in statistics, applied mathematics or other quantitative fields such as computer science or engineering.


The Bachelor of Science in Statistics consists of at least 64 credits,distributed as follows:

The Applied Statistics Track

Core Requirements for the B.S. Degree

All majors in the applied statistics track must successfully complete:

All of the following courses:

  • MATH 151
    Calculus and Analytic Geometry I [4]
  • MATH 152
    Calculus and Analytic Geometry II [4]
  • MATH 221
    Introduction to Linear Algebra [3]
  • MATH 251
    Multivariable Calculus [4]

One Course From:

  • STAT 350
    Statistics With Applications in the Biological Sciences [4]
    OR
  • STAT 351
    Applied Statistics for Business and Economics [4]
    OR
  • STAT 355
    Introduction to Probability and Statistics for Scientists and Engineers[4]
  • CMPE 320

All of the following courses:

  • STAT 433
    Statistical Computing [3]
  • STAT 451
    Introduction to Probability Theory [3]
  • STAT 453
    Introduction to Mathematical Statistics [3]
  • STAT 454
    Applied Statistics [3]

Electives

Majors in the applied statistics track must successfully complete nine elective courses, with at least four courses in statistics. Electives are to be chosen with departmental approval. Some suggested electives are:


Electives in mathematics and statistics:

  • MATH 301
    Introduction to Mathematical Analysis I [4]
  • MATH 302
    Introduction to MathematicalAnalysis II [3]
  • MATH 341
  • MATH 381
    Linear Methods in Operations Research [3]
  • MATH 430
    Matrix Analysis [3]
  • MATH 441
    Introduction to Numerical Analysis
  • MATH 452
    Introduction to Stochastic Processes [3]
  • STAT 405
    Survey Sampling [3]
  • STAT 414
    Environmental Statistics [3]
  • STAT 417
    Introduction to Time Series Data Analysis [3]
  • STAT 418
    Applied Multivariate Methods [3]
  • STAT 419
    Introduction to Biostatistics [3]
  • STAT 455
    Design of Experiments and Quality Control [3]

Electives in other fields:

  • CMSC 201
    Computer Science I for Majors [4]
    OR
  • CMSC 202
    Computer Science II for Majors [4]
  • CMSC 331
    Principles of Programming Languages [3]
  • CMSC 341
    Data Structures [3]
  • ECON 421
    Introduction to Econometrics [3]
  • ECON 422
    Topics in Econometrics [3]
  • ECON 423
    Economic Forecasting [3]
  • IS 410
    Introduction to Database Program Development [3]
  • IS 420
    Advanced Database Project [3]
  • IS 427
    Artificial Intelligence [3]
  • IS 444
    Total Quality Management for the Information Systems Department [3]
  • POLI 400
    Qualitative Research Methods in Political Science [3]
  • PSYC 331
    Experimental Psychology – Design and Analysis I [4]
  • PSYC 332
    Experimental Psychology – Design and Analysis II [4]
  • SOCY 419
    Qualitative Methods in Social Research [3]

Other electives will be permitted with departmental approval.


The Mathematical Statistics Track

Core Requirements for the B.S. Degree

All majors in the mathematical statistics track must successfully complete:
  • MATH 151
    Calculus and Analytic Geometry I [4]
  • MATH 152
    Calculus and Analytic Geometry II [4]
  • MATH 221
    Introduction to Linear Algebra [3]
  • MATH 251
    Multivariable Calculus [4]
  • MATH 301
    Introduction to Mathematical Analysis I [4]
  • STAT 433
    Statistical Computing [3]
  • STAT 451
    Introduction to Probability Theory [3]
  • STAT 453
    Introduction to Mathematical Statistics [3]
  • STAT 454
    Applied Statistics [3]

Electives

Majors in the mathematical statistics track must successfully complete nine elective courses, with at least six courses in mathematics and statistics. The electives may be chosen from the suggested list of electives for the applied statistics track. The electives are to be chosen with departmental approval. Electives other than those among the suggested list will be permitted with departmental approval.

Proficiency in English

All statistics majors in either track must demonstrate their proficiency in English by passing ENGL 393: Technical Writing and by passing a course in speech. (SPCH)) Note that ENGL 393 satisfies the GEP writing intensive requirement.

Honors Program

Students may graduate with departmental honors by completing all major requirements with a GPA of 3.6 or higher and by completing, in addition to other requirements for a major in statistics, a senior thesis (STAT 497 or MATH 497) with a grade of “A” or “B.” Students wishing to graduate with departmental honors must notify the department by the beginning of their senior year.

Combined B.S./M.S. Program

A combined B.S./M.S. program is available for qualified students. The program leads to the B.S. and M.S. degrees in Statistics. A total of up to nine credit hours will be allowed, with departmental approval, for combined undergraduate and graduate credit. Application may be made after completing the following courses with a “B” average: MATH 151, 152, 221, 251 and STAT 451, 453 and 454. By the time the student has earned nine graduate credits, he or she must have completed the regular application process for formal admittance to the M.S. program.


Minor in Statistics

The minor in statistics is not available to mathematics majors. The minor program in statistics requires:
  • MATH 151
    Calculus and Analytic Geometry I [4]
  • MATH 152
    Calculus and Analytic Geometry II [4]
  • MATH 221
    Introduction to Linear Algebra [3]

AND one of the following options:

1)One 300 level course from:

  • STAT 350
    Statistics with Applications in the BiologicalSciences [4]
    OR
  • STAT 351
    Applied Statistics for Business and Economics
    OR
  • STAT 355
    Introduction to Probability and Statistics for Scientists andEngineers [4]

AND three additional 400-level courses in statistics

Credit will not be given to STAT 350, 351 or 355 if taken after completing STAT 451. Those students who first complete STAT 451 should choose option two to satisfy the minor requirements.

2) STAT451Introduction to Probability Theory [3]

AND Three additional 400-level courses in statistics

Those students who follow Option 1 will complete a total of 24 credits of course work in mathematics and
statistics toward the minor. Those who follow Option 2 will complete a total of 23 credits of course work in mathematics and statistics toward the minor.

Special Opportunities

UMBC’s proximity to federal agencies, pharmaceutical companies and other industries in the Baltimore-Washington area provides students ample opportunities to gain hands-on experience in applied statistical work through cooperative educational experiences and internships during the academic year and during summer. The department is very proactive in finding internship opportunities for students.