Valuing a Convertible Bond-Derivative Pricing in Python

Subscribe to newsletter

In a previous post, we presented a theoretical framework for pricing convertible bonds and preferred shares.  We also provided an example of pricing a convertible bond in Excel. In this installment, we present an example of pricing a convertible bond in Python.

Recall that a convertible bond (or preferred share) is a hybrid security, part debt, and part equity. Its valuation is derived from both the level of interest rates and the price of the underlying equity. Several convertible bond pricing approaches are available to value these complex hybrid securities such as Binomial Tree, Partial Differential Equation and Monte Carlo simulation. One of the earliest approaches was the Binomial Tree model originally developed by Goldman Sachs and this model allows for an efficient implementation with high accuracy. The Binomial Tree model is flexible enough to support the implementation of bespoke exotic features such as redemption and conversion by the issuer, lockout periods, conversion and retraction by the shareowner.

Details of the hypothetical convertible bond are as follows:

Subscribe to newsletter https://harbourfrontquant.beehiiv.com/subscribe Newsletter Covering Trading Strategies, Risk Management, Financial Derivatives, Career Perspectives, and More

Valuation date:  14 February 2017

Issue date: 1 January 2017

Maturity: 1 January 2019

Coupon: 3%

Credit spread: 0.75%

Risk-free rate: 2%

Stock price: 52

Volatility: 15%

Dividend: 0%

The picture below shows the bond price obtained by using a third-party program.

pricing convertible bonds

Using the Python program, we obtain a clean price of 113.27

Derivative valuation of convertible bonds


To download the accompanying Excel workbook or Python program for this post:
1. Subscribe to the newsletter. If you're already a subscriber, go to the next step
2. Once subscribed, refer a friend
After completing these steps, you’ll gain access to the file for this post, along with files for a dozen other posts.

Further questions

What's your question? Ask it in the discussion forum

Have an answer to the questions below? Post it here or in the forum

LATEST NEWSTrump says he might demand Panama hand over canal
Trump says he might demand Panama hand over canal
Stay up-to-date with the latest news - click here
LATEST NEWSChina takes steps against Canada institutions, individuals over Uyghurs, Tibet
China takes steps against Canada institutions, individuals over Uyghurs, Tibet
Stay up-to-date with the latest news - click here
LATEST NEWSStellantis reverses Ohio layoffs weeks after CEO's abrupt departure
Stellantis reverses Ohio layoffs weeks after CEO's abrupt departure
Stay up-to-date with the latest news - click here
LATEST NEWSSuspect in German Christmas market attack held on murder charges
Suspect in German Christmas market attack held on murder charges
Stay up-to-date with the latest news - click here
LATEST NEWSUkraine's air defence downs 52 out of 103 Russian drones, air force says
Ukraine's air defence downs 52 out of 103 Russian drones, air force says
Stay up-to-date with the latest news - click here

Leave a Reply