Skip to Content
Mathematics and Statistics for Financial Risk Management
book

Mathematics and Statistics for Financial Risk Management

by Michael B. Miller
March 2012
Beginner
304 pages
6h 32m
English
Wiley
Content preview from Mathematics and Statistics for Financial Risk Management

CHAPTER 1

Some Basic Math

In this chapter we will review three math topics—logarithms, combinatorics, and geometric series—and one financial topic, discount factors. Emphasis will be given to the specific aspects of these topics that are most relevant to risk management.

LOGARITHMS

In mathematics, logarithms, or logs, are related to exponents, as follows:

(1.1) Numbered Display Equation

We say, “The log of a, base b, equals x, which implies that a equals b to the x and vice versa.” If we take the log of the right-hand side of Equation 1.1 and use the identity from the left-hand side of the equation, we can show that:

(1.2) Numbered Display Equation

Taking the log of bx effectively cancels out the exponentiation, leaving us with x.

An important property of logarithms is that the logarithm of the product of two variables is equal to the sum of the logarithms of those two variables. For two variables, X and Y:

(1.3) Numbered Display Equation

Similarly, the logarithm of the ratio of two variables is equal to the difference of their logarithms:

(1.4) Numbered Display Equation

If we replace Y with X in Equation 1.3, we get:

(1.5)

We can generalize this result to get the following power ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Quantitative Financial Risk Management: Theory and Practice

Quantitative Financial Risk Management: Theory and Practice

Constantin Zopounidis, Emilios Galariotis

Publisher Resources

ISBN: 9781118170625Purchase bookDownloads