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loaded in screen.css aad-20220314--> Skip to Bulletin Content Skip to Bulletin Navigation AZ Index Bulletin Home Institution Home Washington University in St.Louis Send Page to Printer Download / Print Options Toggle menu Search Bulletin Submit search --> About Washington University Programs of Study Undergraduate Graduate &&＃8203; Professional About This Bulletin Search Results Search Results 2023-24 Bulletin About Washington University Programs of Study Undergraduate Graduate &​ Professional About This Bulletin Bulletin Submit search --> Search Send Page to Printer Download / Print Options Search Results Bulletin›Search Results›Search Results Change Edition 2023-24 (1 result) 2022-23 (1 result) 2020-21 (0 results) 2019-20 (0 results) 2018-19 (0 results) 2017-18 (0 results) 2016-17 (0 results) 2015-16 (0 results) 2014-15 (0 results) 2013-14 (0 results) 2012-13 (0 results) 2011-12 (0 results) Go E35 ESE 4261 Statistical Methods for Data Analysis with Applications to Financial Engineering Introduction to modern methods of statistical data analysis. Data will be used primarily from the financial industry. The course is both computational and mathematical in nature. Most facts will be stated in a rigorous manner, motivated by applications and justified at an intuitive level, but usually not proven rigorously. Emphasis will be on the relevance of concepts and the practical use of tools. A broad range of topics will be covered, including some standard techniques of univariate and multivariate data analysis (histograms, kernel density estimators, Q-Q plots), Monte Carlo simulations and calculations, analysis of heavy tailed data, use of copulas, various parametric and non-parametric regression models, both local and nonlocal, as well as analysis of time series data and Kalman filtering. Methods will be demonstrated on numerous concrete examples, with extensive use of the programming language R. Prerequisite: ESE 326Credit 3 units. EN: BME T, TU View Sections Contact Info About Washington University Programs of Study Undergraduate Graduate &&＃8203; Professional About This Bulletin Search Results Search Results Office of the University Registrar Washington University in St. Louis Women's Building, Suite 10 One Brookings Drive, MSC 1143-0156-0B St. Louis, MO 63130-4899 314-935-5959 | fax: 314-935-4268 [email protected] https://registrar.wustl.edu Email the Bulletin editor Additional Resources Admissions Course Listings Financial Aid Bulletin A-Z Index Site Map facebook twitter instagram youtube flickr --> Snapchat TikTok © 2023 Washington University in St. Louis Close this window Print Options Back to top