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Mastering Pandas for Finance

You're reading from   Mastering Pandas for Finance Master pandas, an open source Python Data Analysis Library, for financial data analysis

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Product type Paperback
Published in May 2015
Publisher Packt
ISBN-13 9781783985104
Length 298 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Michael Heydt Michael Heydt
Author Profile Icon Michael Heydt
Michael Heydt
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Table of Contents (11) Chapters Close

Preface 1. Getting Started with pandas Using Wakari.io FREE CHAPTER 2. Introducing the Series and DataFrame 3. Reshaping, Reorganizing, and Aggregating 4. Time-series 5. Time-series Stock Data 6. Trading Using Google Trends 7. Algorithmic Trading 8. Working with Options 9. Portfolios and Risk Index

Profit and loss calculation


The general idea with an option is that you want to make a profit on speculation on the movement of the price of a security in the market, over a predetermined time frame.

The amount of profit or loss from the option can be calculated using a combination of the upfront premium and the payoff value of the option upon expiration. It is a zero-sum game as when a buyer profits by a certain amount, the seller loses the same amount, and vice versa.

The following table summarizes all of the profit and loss situations for both the buyer and seller when entering into options contracts:

Type

Scenario

Buyer or seller

Net profit or loss

Cash flow

At the end of the window period

Net amount

Call

The maturity price is above the strike price and the premium is less than the payoff

Buyer

Profit

-Premium

The buyer buys the underlying instrument at a discounted price from the seller

-Premium + payoff

  

Seller

Loss

+Premium

The seller sells the underlying instrument...

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