Statistics and mathematics underlie the theories of finance. Probability Theory and various distribution types are important to understanding finance. Risk management, for instance, depends on tools such as variance, standard deviation, correlation, and regression analysis. Financial analysis methods such as present values and valuing streams of payments are fundamental to understanding the time value of money and have been in practice for centuries.
00:00 – Chapter 1. The Etymology of Probability
10:01 – Chapter 2. The Beginning of Probability Theory
15:38 – Chapter 3. Measures of Central Tendency: Independence and Geometric Average
33:12 – Chapter 4. Measures of Dispersion and Statistical Applications
50:39 – Chapter 5. Present Value
01:03:46 – Chapter 6. The Expected Utility Theory and Conclusion
Complete course materials are available at the Open Yale Courses website: http://open.yale.edu/courses