2022-2023 Graduate Course Catalog 
    
    May 17, 2024  
2022-2023 Graduate Course Catalog [ARCHIVED CATALOG]

Courses


View Courses by College .

Please note, when searching courses by Code or Number, an asterisk (*) can be used to return mass results. For instance a Code search of 6* can be entered, returning all 600-level courses.

 

Mechanical and Aerospace Engineering

  
  • MAE 525 - Soft Robotics: Materials, Mechanics, and Machines

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Soft robotics offers many advantages over conventional robotics. This course explores relevant materials and mechanics for recent progress in soft robotics through lectures, literature surveys, and course projects where students work in teams to repeat part of recent soft robotics papers.
    PREREQ: ECS 325
  
  • MAE 530 - Introduction to Design Optimization

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Theory and use of numerical design optimization methods.  Problem formulation, practical application, and results analysis.  Unconstrained nonlinear problems, constrained linear and nonlinear problems, and multi-objective optimization.  Graduate students will do additional work in surrogate models and optimizing under uncertainty.  Extensive use of Matlab functions and programming.
    PREREQ: MAT 485
  
  • MAE 536 - Composite Materials

    College of Engineering and Computer Science
    3 credit(s) Even Academic Yr e.g. 2004-5
    Design, analysis, and manufacturing of fiber-reinforced composite materials. Emphasis is on polymeric composites for general aerospace and automotive applications, and on ceramic matrix composites for hypersonic applications.
    PREREQ: ECS 325
  
  • MAE 545 - Applications of Fluid Mechanics

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Selected topics in applied fluid mechanics, to be determined by the instructor. Tools employed include control volume analysis, Bernoulli equation, exact and simplified solutions of the Navier-Stokes equations, and test correlations.
    PREREQ: MAE 341
  
  • MAE 548 - Engineering Economics and Technology Valuation

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Crosslisted with: CEE 548
    Value-based assessment and management of engineering/technology projects: equivalence; discounted cash flow; taxes/depreciation; financial statements. Risk-adjusted valuation: risk/uncertainty in staged projects; Monte Carlo simulations; decision trees; real options; project portfolio management.
    PREREQ: MAT 296
  
  • MAE 551 - Energy Conversion

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Crosslisted with: CEE 551
    Energy demand and resources. Fundamentals of combustion. Power plants, refrigeration systems. Turbines and engines. Advanced systems. Direct energy conversion. Alternate energy sources. Energy storage. Costs and environmental impact.
    PREREQ: MAE 251
  
  • MAE 552 - Building Environmental Measurements and Controls

    College of Engineering and Computer Science
    3 credit(s)
    Crosslisted with: CEE 552
    Fundamentals of building ventilating methods for measuring and controlling indoor environmental conditioning, thermal comfort, and indoor air quality.
    PREREQ: MAE 341 AND 355
  
  • MAE 553 - HVAC Systems Analysis and Design

    College of Engineering and Computer Science
    3 credit(s)
    Crosslisted with: CEE 553
    Fundamentals of moist air properties, basic air conditioning processes, heat transfer in building structures, heating and cooling load calculations, and air distribution systems.
    PREREQ: MAE 251
  
  • MAE 554 - Principles of Refrigeration

    College of Engineering and Computer Science
    3 credit(s)
    Basic thermodynamic analysis of refrigeration cycles. Components selection. Environmental issues and recent developments in the refrigeration and the air conditioning industry.
    PREREQ: MAE 251
  
  • MAE 555 - Fundamentals of Nano-Science & Nano-Engineering

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Definition of nano-, micro- and macro- scales. Overview of nanotechnology. Molecular and surface forces at the nanoscale. Atomistic definitions of continuum properties. Molecular Simulations. Principles of nanofabrication. Characterization of nanomaterials. Additional paper for graduate students.
    PREREQ: PHY 212 AND MAT 485
  
  • MAE 571 - Applications of Computational Fluid Dynamics

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Use of commercial Computational Fluid Dynamics (CFD) softwares to solve problems of practical interest. Modeling of fluid/thermal systems. Introduction to CFD algorithms. Simulation, evaluation, and interpretation of CFD results.
    PREREQ: MAE 341
  
  • MAE 573 - Application of Finite Element Analysis

    College of Engineering and Computer Science
    3 credit(s)
    Formulation of mechanics and heat transfer problems by finite element analysis. Application of the finite element method using commercial software in the static and dynamic analysis of mechanical components.
    PREREQ: ECS 325 AND MAT 485
  
  • MAE 580 - International Course

    College of Engineering and Computer Science
    1-12 credit(s) Irregularly
    Offered through SUAbroad by educational institution outside the United States. Student registers for the course at the foreign institution and is graded according to that institution’s practice. SUAbroad works with the SU academic department to assign the appropriate course level, title, and grade for the student’s transcript.
    Repeatable
  
  • MAE 585 - Principles of Turbomachines

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Fluid dynamics and thermodynamics of turbomachines. Performance characteristics and analysis of axial and radial turbomachines. Cascade theory. Radial equilibrium equation. Meridional flow analysis. Three dimensional flow characteristics of turbomachines.
    PREREQ: MAE 251 AND 341
  
  • MAE 587 - Design of Solar Energy System

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Fundamentals of solar radiation, collectors and storage. Design of solar space heating, cooling; water heating systems. Study of solar electric systems. Economics of solar design; application to heat pumps, energy conservation techniques.
    PREREQ: MAE 251
  
  • MAE 588 - Principles of Wind Turbines

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Crosslisted with: CEE 588, ECS 588
    Aerodynamics, performance, control, and electrical aspects wind turbines.
    PREREQ: MAE 341
  
  • MAE 611 - Analytical and Computational Dynamics

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Modern analytical rigid body dynamics formulation and computational techniques applied to multibody systems.  Kinematics of motion, analytical and computational determination of inertia properties, Kane’s equations, holonomic and nonholonomic constraints, recursive algorithms, collisions
  
  • MAE 613 - New Product Development

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Methods of product concept generation, understanding of the market and customer needs. Design with a view to the entire product life cycle, from feasibility through disposal. Product development encompassing engineering and manufacturing issues, and management of the processes and intellectual property.

  
  • MAE 615 - Instrumentation

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Basic theory of electronics, modulation, recording, and measurement combined with basic fundamentals in mechanical engineering, such as acoustics, vibration, heat transfer, stain, and turbulence.
  
  • MAE 621 - Failure Analysis of Composite Materials

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Review of mechanical behavior of composites. Failure predictions for composites based on macroscopic mechanisms. Fatigue and fracture. Damage, delamination and debond growth. Residual strength and life predictions. Damage tolerance and nondestructive inspection.
  
  • MAE 625 - Fracture Mechanics

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Introduction to basic elements: elastic and elastic-plastic crack tip stress and strain fields, stress intensity factor, crack extension form, J integral, fracture toughness, fatigue crack growth, and the applications of fracture mechanics.
  
  • MAE 626 - Vibration of Mechanical Systems

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Fundamental physical and mathematical aspects of vibration phenomena in linear systems. Theory of transients, eigenvalue problems, vibration isolation and measurement techniques.
  
  • MAE 627 - Advanced Helicopter Dynamics

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Mathematics of rotating systems, rotary wing dynamics, and calculation of aerodynamic forces both in rotating and fixed frames.
  
  • MAE 628 - Linear Systems

    Linear Systems
    3 credit(s) At least 1x fall or spring
    Introduction to control theory and linear time invariant systems. Feedback and stabilization, controllability, observability, and application of control design methods to systems of relevance in mechanical and aerospace engineering.
  
  • MAE 630 - Advanced Practical Optimization

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Advanced theory and application of numerical optimization. Topics may include: Unconstrained/constrained linear and nonlinear problems; multiobjective, discrete and global optimization; optimization under uncertainty; evolutionary optimization. Knowledge of Linear Algebra and Ordinary Differential Equations required. Matlab used.
  
  • MAE 635 - Advanced Mechanics of Materials

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Stress analysis. Beam-column analysis by series and variational techniques, beams on elastic foundation, torsion with restrained warping, deflections due to transverse shear, introductory problems in plates and shells.
    PREREQ: ECS 325
  
  • MAE 643 - Fluid Dynamics

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Crosslisted with: CEN 643 
    Review of undergraduate fluids; kinematics, vorticity; dynamics, stresses, Euler and Navier-Stokes equations; energy, Bernoulli’s equation; potential flows; Stokes flows; boundary layers; flow separation; other applications.
    PREREQ: MAE 341 OR CEN 333
  
  • MAE 644 - Applied Fluid Dynamics

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Fundamental flow phenomena encountered in practical engineering situations. Topics may include: flow separation, turbulent mixing, bluffbody aerodynamics, three dimensional flow, flow control, high-lift devices, cavitation, fan stall, flow-structure interaction.
    PREREQ: MAE 643 
  
  • MAE 645 - Fluid Dynamics Measurements

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Measurement of pressure, density, and velocity in low- and high-speed flows. Hot wire anemometry and laser Doppler anemometry. Flow visualizations and image analysis. Digital data acquisition and time series analysis. Uncertainty estimation. Lecture and laboratory sessions.
  
  • MAE 647 - Gas Dynamics

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Equations of motion for compressible perfect fluids. Crocco’s equation. Wave equation. Acoustic speed. Unsteady flows. Shock formation. Normal and oblique shocks. Prandtl-Meyer expansion. Wave interactions. Method of characteristics. Supersonic diffuser, nozzle jet flows.
  
  • MAE 648 - Biofluid Dynamics

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Crosslisted with: BEN 648 
    Principles of momentum transfer in bioengineering systems. Flight and swimming in nature including flagellar propulsion. Newtonian and non-Newtonian fluid phenomena, including low-Reynolds-number flow, pulsatile and separated flows. Flow past bifurcations. Respiratory and blood circulatory flows.
  
  • MAE 651 - Advanced Thermodynamics

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Review of thermodynamic laws and macroscopic coordinates of general systems. Reversibility, equilibrium and exergy. Introduction to statistical thermodynamics.
    PREREQ: MAE 251
  
  • MAE 655 - Advanced Heat Transfer

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Theory and application of heat transfer by conduction and radiation for both steady and unsteady state conditions. Mathematical, graphical, and numerical methods of solution.
  
  • MAE 657 - Convective Heat and Mass Transfer

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Fluid properties and transport equations. Introduction to turbulent transport. Laminar and turbulent heat transfer in internal and external flows. Free convection. Heat transfer in high-speed flow. Convective mass transfer. Special topics.
    PREREQ: MAE 643 
  
  • MAE 658 - Building Environmental Modeling and Simulations

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Crosslisted with: CEE 648
    Building environmental analysis; contaminant source and sink models; single-zone, multizone, and computational fluid dynamics models.
    PREREQ: MAE 341 AND MAE 355
  
  • MAE 659 - Building Materials and Envelope

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Crosslisted with: CEE 649
    Understanding of heat, air and moisture transfer effects on building envelope/enclosure through linking material properties, assembly design and hygorthermal performance with structural and mechanical considerations. Introduction to advanced computational tools for building enclosures.
  
  • MAE 671 - Numerical Methods in Mechanical Engineering

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Derivation and use of numerical methods for polynomial approximation, extraction of roots, evaluation of determinants, eigenvectors and eigenvalues, orthogonal transformations, angles of orthogonal transformation, robotics, differential equations, mechanism analysis, Fourier representation.
  
  • MAE 675 - Methods of Analysis in Mechanical Engineering

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Methods of analyzing linear mechanical systems based on theorems in linear algebra, tensor calculus, and linear differential equations. Vector spaces, linear transformations, tensor fields, and eigenvalue problems.
  
  • MAE 682 - Computational Solid Mechanics

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    Theory and implementation of the finite element method (FEM). Boundary value problems in solid mechanics. Commercial and open source FEM software.
    COREQ: MAE 675
  
  • MAE 683 - Applied Environmental Acoustics and Noise Control

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Double Numbered with: MAE 483
    Introductory to environmental acoustics, sound propagation, psychoacoustics, noise criteria for design, noise sources, absorption, noise isolation, design of critical spaces, sound measurement, vibration isolation, product noise ratings, sound quality.
  
  • MAE 686 - Advanced Fuel Cell Science and Technology

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring
    The scientific challenges of fuel cells will be discussed: fundamental electrochemistry, thermodynamics and kinetics of electrode process, with emphasis on fundamental principles of fuel cells, mass transport processes and performance of fuel cells. Department Consent Required.
  
  • MAE 688 - Machine Learning for Mechanical Engineers

    College of Engineering and Computer Science
    3 credit(s) At least 1x fall or spring

    This course mainly focuses on applications of state-of-the-art machine learning (ML) techniques in mechanical engineering. It also covers the fundamentals of probability and statistical learning theory. This class requires basic/intermediate-level programming in Python.

  
  • MAE 721 - Theory of Elasticity

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    General theorems governing the mechanics of linear elastic solids. Cartesian tensor analysis. Kinematics of infinitesimal deformations and force transmission. Balance principles and linear elastic constitutive theory. Plane and three- dimensional problems in elastostatics and elastodynamics.
  
  • MAE 723 - Asymptotic Methods for Engineering Applications

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Introduction including problems in vibrations and fluid mechanics. Regular and singular perturbations; asymptotic matching. Boundary value problems; distinguished limits. Multiple scale expansions, WKB theory.
  
  • MAE 728 - Geometric and Optimal Control

    Geometric and Optimal Control
    3 credit(s) At least 1x fall or spring

    Linear controllability and observability. Introduction to geometric control: Lie algebras, distributions, nonlinear controllability and observability. Control of mechanical systems: geometric mechanics, Lagrangian and Hamiltonian methods. Optimal control: Pontryagin’s Maximum Principle for systems on manifolds.
    PREREQ: MAE 628 or equivalent

  
  • MAE 731 - Bending of Plates and Shells I

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Small-deflection theory of plates. Analysis of variously shaped plates under various loading and support conditions. Membrane theory of shells. Bending theory of cylindrical shells.
    PREREQ: MAE 635 
  
  • MAE 735 - Buckling Problems

    College of Engineering and Computer Science
    3 credit(s)
    Physical and mathematical aspects of buckling. Analysis of elastic buckling phenomena for columns, beams, arches, rings, plates, and shells under various loading and support conditions. Buckling due to thermal stress, inelastic buckling, creep buckling.
    PREREQ: MAE 635 
  
  • MAE 741 - Fundamentals of Turbulence

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Qualitative description, main parameters and scaling variables; similarity analysis of mixing layers, jet boundary layers, pipe flows; extension to transport and mixing with emphasis on K-E models.
    PREREQ: MAE 643 
  
  • MAE 746 - Viscous Fluids

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Exact solutions of Navier-Stokes equations. Low Reynolds-number flows. Hydrodynamic theory of lubrication. Boundary-layer equations, exact and approximate methods of solution. Compressible viscous flows.
    PREREQ: MAE 643 
  
  • MAE 765 - Combustion Phenomena in Engineering

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Reacting gases-equilibrium composition and kinetics. Kinetically and diffusionally controlled combustion. Ignition. Flames in premixed gases. Laminar flame speed. Turbulent flames. Detonation Diffusion flames. Applications to combustion equipment.
    PREREQ: MAE 651 
  
  • MAE 771 - Computational Fluid Mechanics

    College of Engineering and Computer Science
    3 credit(s) Upon sufficient interest
    Numerical solutions using finite difference methods and other techniques. Principles of approximations; accuracy considerations. Applications including boundary-layer and potential flow solutions.
  
  • MAE 785 - Continuum Mechanics

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Foundations of the mechanics of deformable bodies. Elements of tensor calculus. Kinematics of deformation and transmission of force. Balance principles. Theory of constitutive equations and an introduction to hyperelastic solids and Stokesian fluids.
  
  • MAE 849 - Advanced Topics in Fluid Mechanics

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Topics dealing with fluid flow, such as theories of turbulence, jets, wakes, cavities, magnetohydrodynamics.
    Repeatable 1 time(s), 6 credits maximum
  
  • MAE 879 - Advanced Topics in Mechanical Design

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Selected topics dealing with problems in mechanical design, such as theory of lubrication and bearings, balancing problems, high-speed mechanisms.
    Repeatable 1 time(s), 6 credits maximum
  
  • MAE 889 - Selected Topics

    College of Engineering and Computer Science
    3 credit(s) Irregularly
    Selected topics dealing with the theory and design of steam and gas turbines, centrifugal and axial flow compressors.
    Repeatable 1 time(s), 6 credits maximum
  
  • MAE 990 - Independent Study

    College of Engineering and Computer Science
    1-6 credit(s) Every semester
    In-depth exploration of a problem or problems. Individual independent study upon a plan submitted by the student. Admission by consent of supervising instructor or instructors and the department.
    Repeatable
  
  • MAE 994 - Capstone Project

    College of Engineering and Computer Science
    0 credit(s)
    Review technical papers or reports in the open literature related to student’s field of interest. Students prepare oral presentation to the faculty summarizing the technical content of the document.
  
  • MAE 995 - Graduate Seminar

    College of Engineering and Computer Science
    0 credit(s) Every semester
  
  • MAE 997 - Master’s Thesis

    College of Engineering and Computer Science
    1-9 credit(s) Every semester
    Repeatable
  
  • MAE 999 - Dissertation

    College of Engineering and Computer Science
    1-15 credit(s) Every semester
    Repeatable

Magazine

  
  • MAG 500 - Selected Topics

    S.I. Newhouse School of Public Communications
    1-6 credit(s) Irregularly
    Exploration of a topic (to be determined) not covered by the standard curriculum but of interest to faculty and students in a particular semester.
    Repeatable
  
  • MAG 529 - Writing and Editing for Magazine Websites

    S.I. Newhouse School of Public Communications
    3 credit(s) Irregularly
    Everything you need to know to join a magazine-branded website’s staff: eye-catching copy, clickable headlines, site design, custom-edit projects, interactive tools, video and blogs, plus search engine optimization, social media engagement, and audience tracking.
    PREREQ: MND 615  

Marketing Management

  
  • MAR 600 - Selected Topics

    Martin J. Whitman School of Management
    1-6 credit(s) Irregularly
    Exploration of a topic (to be determined) not covered by the standard curriculum but of interest to faculty and students in a particular semester.
    Repeatable
  
  • MAR 652 - Pricing Strategies for Products and Services

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Double Numbered with: MAR 452
    Focuses on process of pricing decisions for products and services. Builds on conceptual foundations of economic and psychological theories of pricing, principles of optimal pricing decisions, strategies and techniques, analytical tools, and data sources. Additional work required for graduate students. 
    PREREQ: MAR 636, MBC 638
  
  • MAR 653 - Marketing Analytics

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Double Numbered with: MAR 453
    The course will focus on three aspects of analytical marketing: survey research, managing and synthesizing data from multiple sources, and data analysis and decision making, including regression analysis, choice modeling and classification, principal component analysis, and both cluster and conjoint analysis. Additional work for graduate students.
  
  • MAR 655 - Customer Relationship Management with Systems Applications and Products

    Martin J. Whitman School of Management
    3 credit(s)
    Crosslisted with: MIS 655 , SCM 655 
    Integration of marketing, supply-chain and technology management aspects of customer relationship management. Operational, analytical and collaborative processes supported by SAP’s integrated software. Actual use of SAP software, including Business Data Warehouse, with best-practice processes.
  
  • MAR 721 - Marketing and the Internet

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    The course focuses on how traditional marketing approaches have to be modified to take advantage of the reach and capabilities of the internet, from understanding customer needs to after sales customer services.
    PREREQ: (MBC 603  AND MBC 604 ) OR MBC 636  
  
  • MAR 741 - Marketing Community and Public Service Agencies

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Design, implementation, and control of marketing programs for community and public service agencies: performing arts, health care, urban planning, police, educational, scientific, and technical organizations
  
  • MAR 745 - Strategic Brand Management

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Concepts and tools acquired from various marketing courses to develop analytical and decision-making skills for planning and implementing a marketing strategy from the brand manager’s point of view.
    PREREQ: MBC 604  OR MBC 636 
  
  • MAR 751 - Environmental Influences on Innovation

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Major environmental forces that shape innovation policy from a technology, market, international, economic, social, and political-legal perspective. Managerial response to environmental forces.
    PREREQ: MBC 636 
  
  • MAR 752 - Introduction to Innovation Management

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    The process of converting ideas, technology, and customer needs into new products, services, and processes. Environmental and organizational influences on the innovation process.
    PREREQ: MBC 636 
  
  • MAR 753 - Marketing Channel Management

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Marketing channels as both economic and social systems. Channel change and evolution, channel membership, structural and functional relationships, interorganizational behavior, and channel information management.
    PREREQ: MBC 636 
  
  • MAR 754 - Seminar in Marketing Research

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Collection, analysis, and interpretation of data. Problem definition, questionnaire design, attitude measurement, data analysis, and demand forecasting. For those interested in conducting marketing research or using research information for marketing decision making.
    PREREQ: MBC 636 , MBC 638 
  
  • MAR 755 - Marketing Communications Strategy

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Managerial aspects. Determination of promotional budgets, planning and building promotional effectiveness, scheduling and monitoring promotional impact.
    PREREQ: MBC 636 
  
  • MAR 756 - Market Measurement and Analysis

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Application of analytical and quantitative techniques to market measurement. Product-market strategy.
    PREREQ: MBC 636  AND MBC 638 
  
  • MAR 757 - Managing Innovative Products and New Ventures

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Problems in developing new products and new corporate ventures. Designing innovation strategies, risk taking, technology planning, evaluation of new product proposals, and managing the innovation team.
    PREREQ: MBC 636 
  
  • MAR 759 - Seminar in Marketing

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Selected topics in marketing. Current issues and problems in marketing.
    PREREQ: MBC 636 
  
  • MAR 761 - Marketing Strategies for Innovations

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Commercializing new products, services, and technologies. Introduction and diffusion of innovations, market planning, product strategy design, and marketing decision making.
    PREREQ: MBC 636 
  
  • MAR 777 - Global Supply Chain Management & Risk Mgmt

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Crosslisted with: SCM 777
    Topics include: design of global facility networks, containerization and logistical planning across borders, benefits and risks of outsourcing and offshoring while integrating financial and accounting-related matters such as exchange rates, duties, drawbacks and tax differentials.
    PREREQ: MBC 616, MBC 638
  
  • MAR 930 - Seminar in Marketing Theory

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Current marketing theory as developed by contemporary writers.
    PREREQ: MBC 636 
    Repeatable
  
  • MAR 960 - Doctoral Seminar in Marketing

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Repeatable
  
  • MAR 962 - Marketing and Supply Chain Models

    Martin J. Whitman School of Management
    3 credit(s) Irregularly
    Crosslisted with: SCM 962 
    Statistical/econometric and management science modeling approaches to marketing/supply chain management problem solving.

Managerial Statistics

  
  • MAS 766 - Linear Statistical Models I: Regression Models

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    General regression model, estimation methods, general linear hypothesis tests, residual analysis, indicator variables, multicollinearity, autoregressive model, weighted least squares, variable-screening procedures.
  
  • MAS 777 - Time Series Modeling and Analysis

    Martin J. Whitman School of Management
    3 credit(s) At least 1x fall or spring
    Fundamental concepts and procedures for forecasting discrete time series for planning and control. Regression analysis, ARIMA methods, econometric modeling, transfer functions, intervention analysis, Kalman filters, univariate and multivariate methods.
    PREREQ: MBC 638 

Mathematics

  
  • MAT 503 - Matrix Methods for Data Science

    College of Arts and Sciences
    3 credit(s) At least 1x fall or spring
    Matrix methods required for data analysis with an emphasis on applications and using software. Matrix norms, orthogonality, eigendecomposition, SVD, LS, QRD, LDA, PCA. Not for math majors or minors. Additional work required of graduate students.
    PREREQ: MAT 397
  
  • MAT 511 - Advanced Calculus

    College of Arts and Sciences
    3 credit(s) At least 1x fall or spring
    Partial derivatives, implicit functions, integration in several variables, line and surface integrals.
    PREREQ: (MAT 331 AND 397) OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 512 - Introduction to Real Analysis II

    College of Arts and Sciences
    3 credit(s) Every semester
    Real-number system, set theory and elementary topological properties of the real line, continuity and differentiability, sequences and series, uniform convergence, Riemann integration, and improper integrals.
    PREREQ: MAT 412 OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 513 - Introduction to Complex Analysis

    College of Arts and Sciences
    3 credit(s) At least 1x fall or spring
    Complex number system and its arithmetic, geometric representation. Linear transformations. Analytic functions and the Cauchy-Riemann equations. Integration and Cauchy’s theorem, Taylor and Laurent series, singularities, poles, and residues. Applications.
    PREREQ: MAT 412 OR MAT 511  OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 517 - Partial Differential Equations and Fourier Series

    College of Arts and Sciences
    3 credit(s) Every semester
    Partial differential equations, boundary-value problems, Fourier series and orthogonal expansions, Bessel functions, and Legendre polynomials.
    PREREQ: MAT 485 OR 414 OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 518 - Fourier Series, Transforms and Wavelets

    College of Arts and Sciences
    3 credit(s) Irregularly
    Orthogonal functions, Fourier series, Fourier transforms-continuous and discrete, Haar wavelets and multiresolution analysis, applications to signal processing. Additional work required of graduate students.
    PREREQ: MAT 331 OR MAT 485 OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 521 - Introduction to Probability

    College of Arts and Sciences
    3 credit(s) Every semester
    Algebra of sets. Probability in finite sample spaces. Binomial and multinomial coefficients. Random variables. Expected value and standard deviation. Density functions. Statistical applications.
    PREREQ: MAT 397 OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 523 - Statistical Methods for Data Science

    College of Arts and Sciences
    3 credit(s) At least 1x fall or spring
    Statistical methods (such as hypothesis testing, parameter estimation, regression, ANOVA, sampling, experimental design) required for data science. Emphasis on applications and using software. Additional work required for graduate students.
    PREREQ: MAT 397 AND (MAT 222 OR CIS 321 OR MAT 421 OR MAT 521)
  
  • MAT 524 - Regression Analysis

    College of Arts and Sciences
    3 credit(s) At least 1x fall or spring

    Concept, theory, methods, and applications of simple linear regression, multiple linear regression, and logistic regression models; Parameter estimation and testing, Prediction, Regression diagnostics and model adequacy checking, Variable selection and model building.
    PREREQ: MAT 331 and (MAT 222 or MAT 421 or MAT 525)

  
  • MAT 525 - Mathematical Statistics

    College of Arts and Sciences
    3 credit(s) Every semester
    Estimation and confidence intervals. Normal distribution and central limit theorem. Testing hypotheses, chi-square, t, and F distributions. Least squares, regression, and correlation.
    PREREQ: MAT 521  OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 526 - Introduction to Stochastic Processes

    College of Arts and Sciences
    3 credit(s) Every semester
    Discrete time Markov chains, Poisson process, continuous time Markov chains and other selected stochastic processes.
    PREREQ: MAT 521  OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 527 - Analysis of Variance and Experimental Design

    Analysis of Variance and Experimental Design
    3 credit(s) At least 1x fall or spring
    One-way, two-way, and multi-way analysis of variance, analysis of covariance, random/mixed effect models, repeated measure analysis, and special designs such as a randomized block design, an incomplete block design, Latin square, and a nested design.
    PREREQ: MAT 222 or MAT 421 or MAT 525  
  
  • MAT 528 - Probability Models for Actuarial Science

    College of Arts and Sciences
    3 credit(s) Irregularly
    Applied probability focusing on distributions for actuarial applications. Conditional expectation. Moment generating functions. Limit theorems. Loss and Survival models. Parametric and Non-Parametric estimation. Model assessment. Benefit reserves and risk measures.  Additional work required of graduate students.
    PREREQ: MAT 521  
  
  • MAT 529 - Introduction to Bayesian Statistics

    Introduction to Bayesian Statistics
    3 credit(s) Irregularly
    Concepts of prior and posterior, Bayesian inference for binomial and Poisson distributions, Monte Carlo approximation, Bayesian inference for normal distribution, Gibbs sampling, hierarchical models, multivariate normal distribution, Metropolis-Hastings algorithms, linear regression models.
    PREREQ: MAT 296, MAT 331, MAT 422, and MAT 525  
  
  • MAT 531 - Second Course in Linear Algebra

    College of Arts and Sciences
    3 credit(s) Every semester
    Abstract vector spaces and inner product spaces, linear transformations and linear operators, eigenvalues and diagonalization. Primarily for mathematics majors.
    PREREQ: ((MAT 375 OR CIS 375) AND MAT 331) OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
  
  • MAT 532 - Applied Linear Algebra

    College of Arts and Sciences
    3 credit(s) At least 1x fall or spring
    Factorization of matrices, eigenvalues and eigenvectors, orthogonality. Applications of matrices to such topics as least-squares approximation, fast Fourier transform, difference and differential equations, linear programming, networks, game theory.
    PREREQ: MAT 331 OR 485 OR GRADUATE STANDING IN MATHEMATICAL SCIENCES
 

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