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Lecture notes and Seminar Questions Computational Methods for Finance

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Computational Methods for Finance is a multidisciplinary field that integrates computational techniques with financial theories to solve complex problems in pricing, risk management, and portfolio optimization. This document is going to delve into the overview of how computational methods are used in pricing derivatives, portfolio optimization, risk assessment, and algorithmic trading whilst reflecting numerical methods and calculations such as ordinary annuity in order to showcase the methods needed to get into the financial field.

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Uploaded on
January 27, 2025
Number of pages
4
Written in
2024/2025
Type
Lecture notes
Professor(s)
Hui gong
Contains
All classes

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Computational Methods for Finance Lecture 1 Notes:
 Equities
- Represents partial ownership in a company
- Investors gain returns through dividends or capital growth
- E.g. Stocks of listed companies like Apple or Tesla

 Commodities
- Includes natural resources such as gold, oil and agricultural products
- Highly influenced by supply, demand and seasonal factors
- E.g. Gold futures, crude oil, wheat contracts

 Currencies (Forex Market)
- Involves the exchange of one currency for another
- Exchange rates can either float freely or be pegged to other
currencies
- E.g. Trading EUR/USD or GBP/JPY pairs

 Indices
- Measures the performance of a group of stocks representing a
market or sector
- Provides benchmarks for overall market trends
- E.g. S&P 500, FTSE 100
Primary Market Secondary Market
 The marketplace for new  A platform where investors
securities issued directly by buy and sell previously
companies or governments issued securities
 Aimed at raising capital for  Enhances liquidity and price
new projects or business transparency in the market
expansion  E.g. Buying Tesla shares on
 Key Activities: Initial Public the stock exchange
Offering (IPOs) and new bond  Key Features:
issuance - Continuous trading of stocks,
 E.g. A company issuing bonds and derivatives
shares to the public for the - Major exchanges: NYSE,
first time NASDAQ, LSE




Sell Side Buy Side
 Provides services to issuers  Focuses on investing and
and investors, focusing on managing funds to
transactions and market generate returns
creation  E.g. BlackRock managing
 E.g. Goldman Sachs ETFs for retail investors
advising a company on an  Activities:
IPO - Mutual Funds and ETFs
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