Analytics of Finance

Translation from the real world to the bootstrap world.

Bootstrap, discussed in Lecture 9, is a re-sampling method which can be used to evaluate properties of statistical estimators. This course covers Bootstrap and other methods used in financial analysis. (Image by MIT OpenCourseWare.)

Instructor(s)

MIT Course Number

15.450

As Taught In

Fall 2010

Level

Graduate

Cite This Course

Course Features

Course Description

This course covers the key quantitative methods of finance: financial econometrics and statistical inference for financial applications; dynamic optimization; Monte Carlo simulation; stochastic (Itô) calculus. These techniques, along with their computer implementation, are covered in depth. Application areas include portfolio management, risk management, derivatives, and proprietary trading.

Kogan, Leonid. 15.450 Analytics of Finance, Fall 2010. (MIT OpenCourseWare: Massachusetts Institute of Technology), http://ocw.mit.edu/courses/sloan-school-of-management/15-450-analytics-of-finance-fall-2010 (Accessed). License: Creative Commons BY-NC-SA


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