The Washington State University General Catalog

Department of Finance and Management Science

The online catalog includes the most recent changes to courses and degree requirements that have been approved by the Faculty Senate, including changes that are not yet effective.

Department of Finance and Management Science

business.wsu.edu/finance/
Todd Hall Add 470
509-335-8727

Department Chair, Omer L. Carey Chair in Financial Education, and Professor, D. Whidbee; Mutual of Enumclaw/Field Distinguished Professor of Insurance and Professor, M. McNamara; Brinson Chair in Investment Management and Professor, G. Jiang; Professors, S. Ahn, S. Fotopoulos, C. Munson; Associate Professors, T. Baker (Tri-Cities), D. Fairhurst, S. Liu, D. Paul (Vancouver), Y. Xiao, H. Zhang; Assistant Professors, X. Ma, K. Mayo, X. Wang, Y. Xiao; Career Track Professor, M. Reyes; Career Track Assistant Professors, A. Boskabadi, K. Haque, Y. He (Vancouver), A. Sorensen, A. Wang, C. Williamson; Adjunct Professors, F. Benjamin, R. Hernandez, S. Koopman (Tri-Cities).




Schedules of Studies

Honors students complete the Honors College requirements which replace the UCORE requirements.


Finance (120 Credits)

Preparation for careers in financial management, investment analysis, financial institutions management, financial services, real estate, or risk management and insurance.

Additional majors within the Business Administration Degree
Students already admitted to another major within the Business Administration degree, except for the Business Administration major, can elect to earn an additional major in Finance by completing the following courses: ACCTG 330, FIN 421, FIN 425, 3 credits of FIN 427 or FIN 437, and two 300-400-level Finance Electives9. None of the courses for an additional major may be used for a 300-400-level Business Elective and at least 15 credits of an additional major’s courses cannot be used elsewhere in the degree. If interested in this option, please contact a Carson College of Business advisor.

Graduation Requirements
To graduate with a Bachelor of Arts in Business Administration with a major in Finance, students are required to complete all admission and graduation requirements listed in the Carson College of Business (CCB) section of this catalog and the coursework included in the sample 4-year plan listed below. Students also must earn a grade of C or better in FIN 325 to satisfy degree requirements for the Finance major.

First Year
First TermCredits
B A 1003
ECONS 101 [SSCI] or 102 [SSCI]13
ENGLISH 101 [WRTG] or 105 [WRTG]13
MATH 20123
UCORE Inquiry and Social Sciences or Humanities Elective3,43
Second TermCredits
B A 1021
ECONS 101 or 10213
HBM 10111
HISTORY 105 [ROOT]3
MATH 202 [QUAN]53
UCORE Inquiry44
Complete Carson Career Amplifier Program Tier 1
Apply for Admission into the Major
Second Year
First TermCredits
ACCTG 2303
B A 204, 205, and 206, or B A 2123
MGTOP 21564
MIS 2503
UCORE Inquiry and Social Sciences or Humanities Elective3,43
Consider studying abroad this summer7
Second TermCredits
ACCTG 2313
B A 201, 202, and 203, or B A 2113
B LAW 2103
COM 102 [COMM], H D 205 [COMM], or MKTG 279 [COMM]13 or 4
UCORE Inquiry43
Complete Carson Career Amplifier Program Tier 2
Complete Writing Portfolio
Third Year
First TermCredits
ENGLISH 402 or 4033
FIN 3253
MGTOP 3403
International Experience Requirement or Electives73
Social Science or Humanities Elective33
Second TermCredits
ACCTG 3303
FIN 4213
FIN 425 [M]3
MKTG 3603
UCORE Inquiry43
Complete Carson Career Amplifier Program Tier 3
Fourth Year
First TermCredits
FIN 427 [M] or FIN 437 [M]3
300-400-level Business Elective83
300-400-level Finance Elective93
International Experience Requirement or Electives73
Social Science or Humanities Elective33
Second TermCredits
I BUS 3803
MGMT 491 [CAPS] or ENTRP 492 [CAPS]3
300-400-level Finance Elective93
Electives105
Complete Carson Career Amplifier Program Tier 4

Footnotes
1For students in the Honors Program: ECONS 198 is an approved substitute for ECONS 101 and 102; COM 102/H D 205/MKTG 279 requirement is waived; HONORS 198 is an approved substitute for HBM 101; ENGLISH 198 is an approved substitute for ENGLISH 101; ACCTG 298 is an approved substitute for ACCTG 230 and 231. Honors students may need to enroll in elective coursework to meet University requirement of 120 credits.
2MATH 201 will be waived with an ALEKS score of 80% or higher, or the completion of MATH 202 or equivalent. MATH 106 will be accepted as an alternative to MATH 201 for transfer students.
3Social Science or Humanities Electives (12 credits): Any courses with the [SSCI] or [HUM] designation (excluding courses in ACCTG, B A, B LAW, ENTRP, FIN, HBM, I BUS, MGMT, MGTOP, MIS, and MKTG), or courses in ANTH, ART, ASIA, CES, CRM J, DTC, ECONS, ENGLISH, FOR LANG, HISTORY, HONORS 270, 280, 370, 380, H D, HUMANITY, PHIL, POL S, PSYCH, SOC, and WGSS (excluding ECONS 101, 102, 198, 327, ENGLISH 101, 105, 402, 403, H D 205, HISTORY 105, 305).
4Must complete 5 of these 6 UCORE designations: ARTS, BSCI, DIVR, EQJS, HUM, PSCI. One lab science (BSCI or PSCI) must be completed.
5Alternative to MATH 202 is MATH 140 or 171.
6STAT 212 will be accepted as alternative to MGTOP 215 for transfer students.
7All students must complete the International Experience Requirement. Options for completing the requirement can be found in the Carson College of Business Academic Unit section of the catalog under Business or Business Administration (Vancouver). Students should consult with their advisor to determine the best option.
8300-400-level Business Elective (3 credits): ECONS 301 or 305, or any 300-400-level course taught by CCB, which cannot be from the CCB core, the set of required Finance courses, or any 498 Internships or 499 Special Topics courses.
9300-400-level Finance Electives (6 credits): Any 300-400-level FIN course. May not include courses from the CCB Core, the set of required Finance courses, or any 498 Internships or 499 Special Topics courses.
10Electives: 300-400-level coursework as needed to meet University requirements of 120 credits and 40 upper-division credits.


Courses

The online catalog includes the most recent changes to courses and degree requirements that have been approved by the Faculty Senate, including changes that are not yet effective. Courses showing two entries of the same number indicate that the course information is changing. The most recently approved version is shown first, followed by the older version, in gray, with its last-effective term preceding the course title. Courses shown in gray with only one entry of the course number are being discontinued. Course offerings by term can be accessed by clicking on the term links when viewing a specific campus catalog.


Finance (FIN)

(Select Campus to see schedule links)

 

No letter-graded course offered by the Carson College of Business may be taken for a Pass, Fail (P, F) grade.


223 [QUAN] Personal Finance 3 Consumer credit, financial institutions, investments, mutual funds, insurance, social security, home ownership, taxes, estate planning. Credit not applicable to business major requirements.

325 Introduction to Financial Management 3 Course Prerequisite: ACCTG 230 or 298; B A 204, 205, and 206, or B A 212, or DATA 115, or concurrent enrollment; ECONS 101 or 198; MGTOP 215, STAT 212, STAT 360, or STAT 370; MATH 140, 171, 172, 182, 202, or 220; junior standing. Time value of money, financial securities and markets, financial decision making, valuation techniques, and cost of capital.

330 Introduction to Financial Wellbeing 3 Course Prerequisite: ACCTG 230 or 298; ECONS 101 or 198; FIN 325 or concurrent enrollment. Introduction to financial planning including budgeting, credit, investing, retirement and estate planning, and tax considerations.

345 Real Estate 3 Course Prerequisite: FIN 325 or concurrent enrollment; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Relationships between location and value; patterns of urban land use; legal, financial, and organizational framework of the real estate business.

345 (Effective through Spring 2024) Real Estate 3 Course Prerequisite: FIN 325 or concurrent enrollment; admitted to a major or minor in the College of Business. Relationships between location and value; patterns of urban land use; legal, financial, and organizational framework of the real estate business.

346 Washington Real Estate Regulations 1 Washington real estate regulations found in the Revised Code of Washington (RCW) and the Washington Administrative Code (WAC). S, F grading.

350 Risk and Insurance 3 Course Prerequisite: FIN 325 or concurrent enrollment. Concepts in risk management and insurance; personal risks and treatment methods; legal principles in risk and insurance; overview of the insurance industry, company operations, and insurance regulation.

421 Financial Institutions and Intermediation 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, the major in Data Analytics, or the major in Economic Sciences. Characteristics of financial markets and institutions; analysis of fixed-income securities; and introduction to financial risk management.

421 (Effective through Spring 2024) Financial Institutions and Intermediation 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business or major in Data Analytics. Characteristics of financial markets and institutions; analysis of fixed-income securities; and introduction to financial risk management.

422 Financial Institutions Management 3 Course Prerequisite: FIN 325 with a C or better; FIN 421 or concurrent enrollment; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Problems facing financial institution managers and solution techniques; credit risk analysis and management; financial institutions structure and regulation.

422 (Effective through Spring 2024) Financial Institutions Management 3 Course Prerequisite: FIN 325 with a C or better; FIN 421 or concurrent enrollment; admitted to a major or minor in the College of Business. Problems facing financial institution managers and solution techniques; credit risk analysis and management; financial institutions structure and regulation.

425 [M] Intermediate Financial Management 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, the major in Data Analytics, or the major in Economic Sciences. Application of finance theory and principles to corporate decisions such as capital budgeting, cost of capital, financing decisions, and valuation.

425 (Effective through Spring 2024) [M] Intermediate Financial Management 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business or major in Data Analytics. Application of finance theory and principles to corporate decisions such as capital budgeting, cost of capital, financing decisions, and valuation.

426 The Practice of Corporate Finance 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, or a major in Economic Sciences. Short-term financial management, working capital components, cash management, short-term investing and borrowing.

426 (Effective through Summer 2025) Short-Term Financial Management 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, or a major in Economic Sciences. Short-term financial management, working capital components, cash management, short-term investing and borrowing.

427 [M] Investment Analysis 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, the major in Data Analytics, or the major in Economic Sciences. Enrollment not allowed if credit already earned for FIN 437. Investment objectives, modern portfolio theory, valuation, equilibrium, market efficiency and asset classes. Credit not granted for more than one of FIN 427 and 437.

427 (Effective through Spring 2024) [M] Investment Analysis 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business or major in Data Analytics. Enrollment not allowed if credit already earned for FIN 437. Investment objectives, modern portfolio theory, valuation, equilibrium, market efficiency and asset classes. Credit not granted for more than one of FIN 427 and 437.

428 Portfolio Theory and Financial Engineering 3 Course Prerequisite: FIN 427 or 437 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Pricing of forwards, futures, options, and swaps, financial derivatives markets, and managing portfolio risk.

428 (Effective through Spring 2024) Portfolio Theory and Financial Engineering 3 Course Prerequisite: FIN 427 or 437 with a C or better; admitted to a major or minor in the College of Business. Pricing of forwards, futures, options, and swaps, financial derivatives markets, and managing portfolio risk.

429 Financial Modeling 3 Course Prerequisite: FIN 325 with a C or better; FIN 421, 425, 427, or 437, or concurrent enrollment; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Corporate finance, portfolio, option pricing, risk management and fixed income modeling.

429 (Effective through Spring 2024) Financial Modeling 3 Course Prerequisite: FIN 325 with a C or better; FIN 421, 425, 427, or 437, or concurrent enrollment; admitted to a major or minor in the College of Business. Corporate finance, portfolio, option pricing, risk management and fixed income modeling.

430 Financial Plan Development 3 Course Prerequisite: FIN 325; FIN 330. Comprehensive financial plan development including data gathering and analysis, using financial planning software, client interactions, ethics and practice standards.

437 [M] Cougar Investment Fund I 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Enrollment not allowed if credit already earned for FIN 427. Students manage a portion of the university's endowment; including security analysis, valuation, equilibrium, market efficiency, and modern portfolio theory. Credit not granted for more than one of FIN 427 and 437.

437 (Effective through Spring 2024) [M] Cougar Investment Fund I 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business. Enrollment not allowed if credit already earned for FIN 427. Students manage a portion of the university's endowment; including security analysis, valuation, equilibrium, market efficiency, and modern portfolio theory. Credit not granted for more than one of FIN 427 and 437.

438 Cougar Investment Fund II 3 Course Prerequisite: FIN 427 or 437 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Students manage a portion of the university's endowment. Topics include portfolio risk management, return attribution, private equity, and hedge funds.

438 (Effective through Spring 2024) Cougar Investment Fund II 3 Course Prerequisite: FIN 427 or 437 with a C or better; admitted to a major or minor in the College of Business. Students manage a portion of the university's endowment. Topics include portfolio risk management, return attribution, private equity, and hedge funds.

445 [M] Real Estate Valuation 3 Course Prerequisite: FIN 325 with a C or better; FIN 345 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Principles and practices of real property valuation; factors affecting real property values and income; appraisal and location theory.

445 (Effective through Spring 2024) [M] Real Estate Valuation 3 Course Prerequisite: FIN 325 with a C or better; FIN 345 with a C or better; admitted to a major or minor in the College of Business. Principles and practices of real property valuation; factors affecting real property values and income; appraisal and location theory.

447 Real Estate Finance and Investments 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Instruments and institutions of real estate and financing: decision-making tools, mortgage financing analysis, mortgage securities and real estate portfolios.

447 (Effective through Spring 2024) Real Estate Finance and Investments 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business. Instruments and institutions of real estate and financing: decision-making tools, mortgage financing analysis, mortgage securities and real estate portfolios.

451 Life Insurance and Financial Planning 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Analysis of the personal risks of premature death, poor health, and retirement security; financial planning solutions to these risks, including life insurance, health insurance and annuities.

451 (Effective through Spring 2024) Life Insurance and Financial Planning 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business. Analysis of the personal risks of premature death, poor health, and retirement security; financial planning solutions to these risks, including life insurance, health insurance and annuities.

452 Property and Liability Insurance 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Analysis and management of business property, liability and consequential loss exposures; issues in the property and liability insurance industry.

452 (Effective through Spring 2024) Property and Liability Insurance 3 Course Prerequisite: FIN 325 with a C or better; admitted to a major or minor in the College of Business. Analysis and management of business property, liability and consequential loss exposures; issues in the property and liability insurance industry.

456 Risk Management 3 Course Prerequisite: FIN 325 with a C or better. Identification and analysis of loss exposures of business and non-profit organizations; application of risk treatment measures including loss control and risk financing alternatives.

481 [M] International Finance 3 Course Prerequisite: FIN 325 with a C or better; I BUS 380 with a C or better; admitted to a major or minor in the College of Business, or the major in Economic Sciences. Financial management of multinational businesses; international financial market rates and capital flows. International economic institutions, sources of capital, and investments.

481 (Effective through Spring 2024) [M] International Finance 3 Course Prerequisite: FIN 325 with a C or better; I BUS 380 with a C or better; admitted to a major or minor in the College of Business. Financial management of multinational businesses; international financial market rates and capital flows. International economic institutions, sources of capital, and investments.

496 Special Topics 3 May be repeated for credit; cumulative maximum 6 credits. Course Prerequisite: Admitted to a major or minor in the College of Business; junior standing. Topics may include finance, real estate or risk management/insurance.

498 Finance Internship V 2-15 May be repeated for credit; cumulative maximum 15 credits. Course Prerequisite: By department permission. Cooperative educational internship with a business, government or non-profit organization. S, F grading.

499 Special Problems V 1-4 May be repeated for credit. Course Prerequisite: By department permission. Independent study conducted under the jurisdiction of an approving faculty member; may include independent research studies in technical or specialized problems; selection and analysis of specified readings; development of a creative project; or field experiences. S, F grading.

500 Macroeconomic Theory I 3 Introduction to dynamics, growth and investment, overlapping generations models, Ramsey model, consumption and investment. Required preparation must include intermediate macroeconomics and one year of calculus. Required preparation must include intermediate macroeconomics and one year of calculus. (Crosslisted course offered as ECONS 500, FIN 500.)

501 Microeconomic Theory I 3 Microeconomic theory, multivariate optimization, consumer and producer theory, competitive partial equilibrium, introduction to imperfect competition. Required preparation must include intermediate microeconomics and one year of calculus. Required preparation must include intermediate microeconomics and one year of calculus. (Crosslisted course offered as ECONS 501, FIN 501.)

502 Macroeconomic Theory II 3 Course Prerequisite: ECONS 500. Macroeconomic theory, short-run fluctuations and nominal rigidities, monetary economics and inflation, real business cycle models, unemployment international macroeconomics. (Crosslisted course offered as ECONS 502, FIN 502.)

503 Microeconomic Theory II 3 General equilibrium, welfare economics and social choice, market failure, game theory, economics of information. (Crosslisted course offered as ECONS 503, FIN 503.)

510 Statistics for Economists 3 Statistical theory underlying econometric techniques utilized in quantitative analysis of problems in economics and finance. Required preparation must include college calculus and matrix algebra. Required preparation must include college calculus and matrix algebra. (Crosslisted course offered as ECONS 510, FIN 510.)

511 Econometrics I 3 Course Prerequisite: ECONS 510. Single equation linear and nonlinear models; estimation, inference, finite and asymptotic properties, effects and mitigation of violations of classical assumptions. (Crosslisted course offered as ECONS 511, FIN 511.)

512 Econometrics II 3 Course Prerequisite: ECONS 501; ECONS 511. Econometric methods for systems estimation; simultaneous equations, discrete and limited dependent variable, panel data, and time series data. (Crosslisted course offered as ECONS 512, FIN 512.)

521 Interest Rates and Financial Markets 3 Course Prerequisite: Admission to the MBA program and completion of MBA Prerequisites, including: B_A 500, 501, 502, 503, 504, ACCTG 550 and ECONS 555. Real and nominal interest rates; bond pricing; term and risk structure of interest rates; investment and commercial banking; financial futures.

525 Advanced Financial Management 3 Course Prerequisite: Admission to the MBA program. Theory of financial management; quantitative analysis of financial problems of the firm; empirical studies on financing modern corporations.

526 Financial Management 3 Course Prerequisite: Admission to the MBA program and completion of MBA Prerequisites, including: B_A 500, 501, 502, 503, 504, ACCTG 550 and ECONS 555. Advanced topics in corporate finance, including capital budgeting, cost of capital, capital structure, pay-out policy, and enterprise valuation.

527 Investment Analysis 3 Course Prerequisite: Admission to the MBA program and completion of MBA Prerequisites, including: B_A 500, 501, 502, 503, 504, ACCTG 550 and ECONS 555. A decision-making approach to the problems of asset management for personal and business portfolio.

528 Portfolio Theory and Financial Engineering 3 Course Prerequisite: FIN 527; admission to the MBA program. The theory of portfolio management and the use of derivative securities in portfolio risk management.

581 International Finance 3 Course Prerequisite: Admission to the MBA program and completion of MBA Prerequisites, including: B_A 500, 501, 502, 503, 504, ACCTG 550 and ECONS 555. Principles of international finance; financial management of multinational corporations; international investments.

594 Theory of Industrial Organization 3 Course Prerequisite: ECONS 502; ECONS 503; ECONS 511. Examine different market structures, analyze and predict firm behavior, including prices and output decisions, along with R&D investments, patents, and advertising; consider complete and incomplete information settings in different industries. (Crosslisted course offered as ECONS 594, FIN 594.)

594 (Effective through Summer 2025) Theory of Industrial Organization 3 Course Prerequisite: ECONS 502; ECONS 503; ECONS 511. Theory of market structure and firm behavior, including price and non-price competition, information and strategic behavior, and technological change. (Crosslisted course offered as ECONS 594, FIN 594.)

595 Advanced Topics in Resource and Production Economics V 1-6 May be repeated for credit; cumulative maximum 12 credits. Topics may include resource scarcity, decision making under risk, bioeconomics, production applications, welfare analysis.

596 Advanced Topics in Financial Economics 3 May be repeated for credit; cumulative maximum 12 credits. Course Prerequisite: Admission to PhD programs in business, or ECONS 500 and ECONS 501. Topics may include financial theory and empirical methods as applied to financial management, investments, international finance, and markets/institutions. (Crosslisted course offered as FIN 596, ECONS 596.)

600 Special Projects or Independent Study V 1-18 May be repeated for credit. Course Prerequisite: Admission to the MBA, Master of Accounting, or Business PhD programs. Independent study, special projects, and/or internships. Students must have graduate degree-seeking status and should check with their major advisor before enrolling in 600 credit, which cannot be used toward the core graded credits required for a graduate degree. S, F grading.

702 Master's Special Problems, Directed Study, and/or Examination V 1-18 May be repeated for credit. Course Prerequisite: Admission to the MBA program. Independent research in special problems, directed study, and/or examination credit for students in a non-thesis master's degree program. Students must have graduate degree-seeking status and should check with their major advisor/committee chair before enrolling for 702 credit. S, U grading.

800 Doctoral Research, Dissertation, and/or Examination V 1-18 May be repeated for credit. Course Prerequisite: Admitted to the Business Administration - Finance PhD program. Independent research and advanced study for students working on their doctoral research, dissertation and/or final examination. Students must have graduate degree-seeking status and should check with their major advisor/committee chair before enrolling for 800 credit. S, U grading.


Management And Operations (MGTOP)

(Select Campus to see schedule links)

 

No letter-graded course offered by the Carson College of Business may be taken for a Pass, Fail (P, F) grade.


215 Business Statistics 4 (3-2) Course Prerequisite: MATH 201, 202, 106, 140, 171, 172, 220, or ALEKS score of 80%; B A 204 or 212, or concurrent enrollment. Data presentation, probability, distributions, inferences, and linear regression as applied to business and economics.

340 Operations Management 3 Course Prerequisite: B A 204, 205, and 206, or B A 212, or concurrent enrollment; MGTOP 215, STAT 212, STAT 360, or STAT 370; MATH 202, 140, 171, 172, 182, or 220; junior standing. Management of operations, emphasizing production planning, inventory control, scheduling, forecasting, quality management, supply chain management, and facility layout and location.

412 [M] Data Analysis and Business Forecasting 3 Course Prerequisite: MGTOP 215, STAT 212, STAT 360, or STAT 370; junior standing. Regression models, inference, residual analysis, time series modeling and forecasting as applied to business.

418 Quality Improvement for Management 3 Course Prerequisite: MGTOP 215, STAT 212, STAT 360, or STAT 370; junior standing. Total quality management as used in industries; philosophy of Deming and others, control charts, process capability analysis, team tools.

452 Supply Chain Management in the Digital Age 3 Course Prerequisite: MGTOP 340. Managing and modeling commercial supply chains, emphasizing electronic commerce, purchasing, supplier selection, logistics, global distribution networks, and supply chain coordination.

470 Business Modeling with Spreadsheets 3 Course Prerequisite: MATH 202, 140, 171, 172, 182, or 220; junior standing. Use of advanced spreadsheet tools and Visual Basic programming to build and analyze mathematical models of business problems.

496 Seminar 3 May be repeated for credit. Course Prerequisite: By department permission.

498 Internship V 2-15 May be repeated for credit; cumulative maximum 15 credits. Course Prerequisite: By department permission. Cooperative educational internship with a business, government or non-profit organization. S, F grading.

499 Special Problems V 1-4 May be repeated for credit. Course Prerequisite: By department permission. Independent study conducted under the jurisdiction of an approving faculty member; may include independent research studies in technical or specialized problems; selection and analysis of specified readings; development of a creative project; or field experiences. S, F grading.

516 Time Series 3 ARIMA models; identification, estimation, diagnostics, and forecasting; seasonal adjustments, outlier detection, intervention analysis and transfer function modeling. Recommended preparation: STAT 443. (Crosslisted course offered as MGTOP 516, STAT 516.) Cooperative: Open to UI degree-seeking students.

519 Applied Multivariate Analysis 3 Multivariate normal distribution, principal components, factor analysis, discriminant function, cluster analysis, Hotteling's T2 and MANOVA. Recommended preparation: STAT 443. (Crosslisted course offered as MGTOP 519, STAT 519.)

540 Deterministic Business Models 3 Decision analysis, linear optimization models, nonlinear models, network analysis including PERT, and dynamic programming as applied to business.

556 Advanced Business Modeling 3 Course Prerequisite: Admission to the MBA program. Spreadsheet modeling and solution of business problems using mathematical programming; Monte Carlo simulation, queuing theory, and decision analysis.

581 Operations Management 3 Course Prerequisite: Admission to the MBA program. Analytical approach to solving problems in production and operations management.

591 Statistical Analysis for Business Decisions 3 Course Prerequisite: Admission to the MBA program. Analytical skills for decision-making; data collection and analysis, sampling, inferential, regression methodologies, experimental design, time series, forecasting analysis.

596 Doctoral Topics 3 May be repeated for credit; cumulative maximum 34 credits. Course Prerequisite: Admission to PhD programs in business. Advanced topics in management and operations.

597 Doctoral Topics 3 May be repeated for credit; cumulative maximum 9 credits. Course Prerequisite: Admission to PhD programs in business. Advanced topics in management and operations.

598 Research and Professional Development 1 May be repeated for credit; cumulative maximum 6 credits. Course Prerequisite: Admission to PhD programs in business. Ph.D.-level professional development colloquium designed to improve research, teaching, and presentation skills and to provide professional socialization. S, F grading.

600 Special Projects or Independent Study V 1-18 May be repeated for credit. Course Prerequisite: Admission to the MBA, Master of Accounting, or Business PhD programs. Independent study, special projects, and/or internships. Students must have graduate degree-seeking status and should check with their major advisor before enrolling in 600 credit, which cannot be used toward the core graded credits required for a graduate degree. S, F grading.

702 Master's Special Problems, Directed Study, and/or Examination V 1-18 May be repeated for credit. Course Prerequisite: Admission to the MBA program. Independent research in special problems, directed study, and/or examination credit for students in a non-thesis master's degree program. Students must have graduate degree-seeking status and should check with their major advisor/committee chair before enrolling for 702 credit. S, U grading.

800 Doctoral Research, Dissertation, and/or Examination V 1-18 May be repeated for credit. Course Prerequisite: Admitted to the Business Administration - Operations and Management Science PhD program. Independent research and advanced study for students working on their doctoral research, dissertation and/or final examination. Students must have graduate degree-seeking status and should check with their major advisor/committee chair before enrolling for 800 credit. S, U grading.

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