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LERC ALGORITHMIC TRADING PROJECT 1 Purpose: Give Loyola undergraduates a means to learn, research, and develop their own algorithmic trading strategies and implement them in a competitive setting. We want to prepare and market students for the modern financial market world.
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LERC ALGORITHMIC TRADING PROJECT 2 Automated/Algorithmic trading is the process where trading ideas are turned into mathematical models and coded into computer programs for systematic trading. http://www.youtube.com/watch?v=aybe7iVHJ7E
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Agenda 3 Education Session 1: Industry Introduction and Derivatives Overview Session 2: Evolution of Financial Markets and Market Microstructure Session 3: Prerequisites for Algorithmic Trading System (ATS) Development and Selecting a Platform Session 4: Review of the Scientific Method and the ATS Development Process Session 5: Formulation and Specification of a Strategy Session 6: Backtesting and Optimization Session 7: Implementation / Risk Management Research Session 1: Workshop Session 2 Workshop Competition - 2 weeks (10 days)
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Agenda 4 70% attendance + Submitting a Strategy Into the Competition = Certificate of Completion You do well in the competition or you show promise as an algorithmic trader? You will get an offer.
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Session 1: Industry Introduction and Derivatives Overview 5
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Let’s look at some job descriptions… http://www.quantfinancejobs.com/jobs/quant- strategist.asp http://www.quantfinancejobs.com/jobs/quant- strategist.asp http://www.analyticrecruiting.com/list_job.asp?job_id =17880&category=o5&title=Senior%2BAlgorithmic%2 BTrading%2BQuant&JobKeywords=&JobCategories=D erivatives%2FFutures%2FFX%2B%26%2BStructured% 2BTransactions%2C%2BQuantitative%2BFinance%2F Financial%2BEn 6
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Mathematical finance… http://www.youtube.com/watch?v=CE5pB5H1RJQ http://www.youtube.com/watch?v=CE5pB5H1RJQ We want to make money. But also, many people in this field are discovering (at least to some degree) insights into fundamental nature. 7
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The Derivatives Market 8
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What is a Derivative? 9 A contract that specifies the rights and obligations between two parties to receive or deliver future cash flows (or an exchange of other securities or assets) based on some future event. They derive their value from the underlying asset class For example, S&P 500 Futures, Corn Futures, IBM Call Options, Microsoft Put Options Important to understand underlying asset class before using derivatives
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Derivative vs Non-Derivative: Leverage 10 Leverage can be created through options, futures, margin and other financial instruments. For example, say you have $1,000 to invest. This amount could be invested in 10 shares of Microsoft stock, but to increase leverage, you could invest the $1,000 in five options contracts. You would then control 500 shares instead of just 10. Derivatives – More bang for buck (for better or worse). They are not for everyone.
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Why are Derivative Used? 11 Hedging Speculating Arbitrage Access Remote Markets
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Two Types 12 Linear -Forwards -Futures -Swaps (generally) Non-Linear -Vanilla/Exotic Options -Warrants -Credit Default Swaps
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Derivative Markets 13 Asset classes include interest rates, foreign exchange, equities, credit, commodities, weather, freight routes, energy, emissions, property Can be Exchange-Traded or OTC (Over-the-counter)
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Exchange-Traded Derivatives 14 US Equity options - CBOE (1973) - Amex - P-Coast - Philly - ISE - BOX US Futures -CME (1874) -CBOT (1848) -NYMEX -NYBOT -KCBOT -MGE …
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Exchange-Traded Derivatives 15 Open Outcry Traditional method of public auction for making bids and offers in the trading pits of the exchange. Involves shouting and the use of hand signals to communicate information about buy and sell orders http://www.youtube.com/watch?v=S43zvtdJcxI
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Electronic Trading 16 Brings together buyers and sellers through an electronic trading platform to create a virtual marketplace known as an electronic communication network (ECN). Example - CME’s Globex. Implications: Reduced cost of transactions, greater liquidity, increased competition, higher transparency, and tighter spreads. Has led to a growth in algorithmic trading (covered later).
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OTC Derivatives Market 17 Off-exchange derivatives market. Market can be accessed via special electronic crossing networks or direct contact between market participants. Usually used by traders/treasurers/fund managers of financial institutions Dark liquidity pools: Liquidity that is not openly available to the market.
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OTC Derivatives Market 18
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END SESSION 1 19
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