STSCI 4630

STSCI 4630

Course information provided by the Courses of Study 2022-2023.

Introduction to the applications of OR techniques, e.g., probability, statistics, and optimization, to finance and financial engineering. The course reviews probability and statistics and surveys assets returns, ARIMA time series models, portfolio selection using quadratic programming, regression, CAPM and factor models, option pricing, GARCH models, fixed-income securities, and resampling techniques. Covers the use of R for statistical calculations, simulation, and optimization.

When Offered Fall.

Prerequisites/Corequisites Prerequisite: engineering math through MATH 2940, ENGRD 2700 and ORIE 3500, and knowledge of R and multiple linear regression equivalent to ORIE 3120. No previous knowledge of finance required.

Distribution Category (SDS-AS)

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Syllabi: none
  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: ORIE 4630ORIE 5630STSCI 5630

  • 4 Credits Stdnt Opt

  •  9839 STSCI 4630   LEC 001

    • MW To Be Assigned
    • Aug 22 - Dec 5, 2022
    • Ruppert, D

  • Instruction Mode: In Person

  • 10083 STSCI 4630   DIS 201

    • T To Be Assigned
    • Aug 22 - Dec 5, 2022
    • Ruppert, D

  • Instruction Mode: In Person

  • 10240 STSCI 4630   DIS 204

    • R To Be Assigned
    • Aug 22 - Dec 5, 2022
    • Ruppert, D

  • Instruction Mode: In Person