Algorithmic Trading Strategies

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Questions and Answers

What is the relationship between Amma and Dominique?

  • They are mother and daughter.
  • They are sisters.
  • They are former colleagues.
  • They are old friends and founders of the Bush Women Theatre Company. (correct)

How is LaTisha related to Jason, Jantelle, and Jordan?

  • LaTisha is the grandmother of Jason, Jantelle, and Jordan.
  • LaTisha is the sister of Jason, Jantelle, and Jordan.
  • LaTisha is the mother of Jason, Jantelle, and Jordan. (correct)
  • LaTisha is the child of Jason, Jantelle, and Jordan.

According to the relationship map, what is the relationship between Carole and Shirley (King)?

  • They are rivals in the workplace.
  • They are best friends since childhood. (correct)
  • They are former business partners.
  • They are sisters.

What is Dominique's relationship with Laverne?

<p>Laverne is Dominique's wife. (A)</p> Signup and view all the answers

How is Yazz related to Roland and Kenny, based on the relationship map?

<p>Yazz is the daughter of Roland and the goddaughter of Kenny. (B)</p> Signup and view all the answers

Based on the relational diagram, what is Winsome's relationship with Karen and Rachel?

<p>Winsome is their mother. (B)</p> Signup and view all the answers

What is Carole's occupation, according to the relationship map?

<p>A strict teacher from middle school. (D)</p> Signup and view all the answers

According to the relationship map, what is Penelope's occupation?

<p>A current house cleaner. (A)</p> Signup and view all the answers

Based on the diagram, how are Dwight, Mark, and Trey related to Jason, Jantelle, and Jordan?

<p>They are the fathers of Jason, Jantelle, and Jordan. (D)</p> Signup and view all the answers

According to the diagram, what is Freddy's relationship to Carole?

<p>He is her husband. (C)</p> Signup and view all the answers

According to the relationship map, what is the connection between Lennox and Yazz?

<p>Lennox is Yazz's babysitter. (B)</p> Signup and view all the answers

What is Amma's connection to the Bush Women Theatre Company?

<p>She is the founder. (D)</p> Signup and view all the answers

What best describes the relationship between Winsome and Clovis?

<p>Clovis is Winsome's husband. (A)</p> Signup and view all the answers

Based on the relationship map, who wants to see Amma's play?

<p>Freddy. (B)</p> Signup and view all the answers

What can be inferred about Waris, Courtney, and Nenet's relationship with Yazz?

<p>They are friends from Uni. (A)</p> Signup and view all the answers

What is Penelope's relationship with Shirley (King)?

<p>They are work colleagues. (B)</p> Signup and view all the answers

As depicted in the relationship map, what is the relationship between Bummi and Augustine?

<p>Augustine is Bummi's dead husband. (C)</p> Signup and view all the answers

In relation to LaTisha, what is Kofi's connection?

<p>Current husband. (B)</p> Signup and view all the answers

According to the relationship map, what is Lennox's relationship to Karen & Rachel?

<p>Daughters (B)</p> Signup and view all the answers

Flashcards

Dwight, Mark & Trey

Dwight, Mark, and Trey are all fathers to Jason, Jantelle, and Jordan.

Jason, Jantelle & Jordan

Jason, Jantelle, and Jordan are children to LaTisha.

Laverne

Laverne is the wife of Dominique.

Nzinga

Dominique's toxic ex-girlfriend.

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Thalia & Rory

Thalia and Rory are children of Dominique.

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Freddy

Freddy is the husband of Carole.

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Carole

Carole is the mother of Bummi.

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Kofi

Current husband of Bummi.

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Shirley (King)

Shirley (King) is the husband of Lennox.

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Lennox & Winsome

Lennox and Winsome are mothers to Karen & Rachel

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Karen & Rachel

Karen & Rachel are daughters

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Clovis

Clovis is the husband of Winsome.

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Augustine

Husband now dead.

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Kenny

Kenny is the husband of Roland.

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Roland

Roland is the father of Yazz.

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Amma & Yazz

Amma and Yazz are good friends.

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Waris, Courtney & Nenet

Waris, Courtney, and Nenet are friends from Uni of Yazz.

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Amma

Amma is old friends, founder of Bush Women Theatre Company.

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Kenny

Yazz relation to Kenny.

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Penelope

Penelope works colleges

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Study Notes

  • Algorithmic trading executes orders using automated, pre-programmed instructions based on time, price, and volume.

Types of Algorithmic Trading Strategies

  • Trend Following Strategies profit from sustained price movements
  • Mean Reversion Strategies profits from deviations from average prices
  • Arbitrage Strategies profit from price differences across markets or assets
  • Market Making algorithms provide liquidity and earn the spread between buy and sell orders.

Trend Following Strategies

  • Moving Averages Crossover identifies trends by comparing different moving averages
  • Bollinger Bands measures market volatility using a band around a moving average
  • MACD (Moving Average Convergence Divergence) identifies changes in the strength, direction, momentum, and duration of a trend in a stock’s price

Mean Reversion Strategies

  • Pairs Trading capitalizes on temporary divergences in the prices of historically correlated assets
  • Stochastic Oscillator compares an asset's closing price to its price range over a period
  • Relative Strength Index (RSI) measures the magnitude of recent price changes to evaluate overbought or oversold conditions

Arbitrage

  • Triangular Arbitrage exploits price discrepancies between three different currencies in the foreign exchange market
  • Statistical Arbitrage uses statistical models to identify and trade on mispricings of assets

Market Making

  • High-Frequency Market Making involves submitting numerous orders to provide liquidity at or near the best bid and offer prices
  • Order Book Based Market Making uses the order book to determine optimal bid and ask prices
  • Inventory Management Market Making manages inventory risk while providing liquidity

Important Considerations

  • Backtesting involves testing a strategy on historical data to assess its performance
  • Risk Management is crucial for limiting potential losses
  • Execution Platforms provide the infrastructure for executing trades
  • Data and Infrastructure: Reliable data feeds and robust infrastructure are essential
  • Regulation and Compliance adherence to legal and regulatory requirements
  • Monitoring and Optimization: Ongoing monitoring and optimization are necessary for success

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