Algorithmic Trading: Order Types

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Questions and Answers

What is the primary difference between a static and a dynamic character?

  • A static character learns from conflict, while a dynamic character remains unchanged.
  • A static character is always a protagonist, while a dynamic character is always an antagonist.
  • A static character is well-developed, while a dynamic character is not fully fleshed out.
  • A static character undergoes no change, while a dynamic character changes due to conflict. (correct)

Which character type typically experiences a revelation that alters their perspective?

  • Foil
  • Stock
  • Dynamic (correct)
  • Static

Which of the following best describes a static character's reaction to conflict?

  • The character remains unchanged in thought or personality. (correct)
  • The character initially resists change but eventually adapts.
  • The character's core beliefs are challenged and changed.
  • The character radically alters their approach to life.

In what way does a dynamic character typically evolve during a narrative?

<p>They undergo a change as a result of learning from conflict. (B)</p> Signup and view all the answers

Consider a protagonist who begins a story with strong prejudices but, through experiencing various events, learns tolerance and acceptance. What type of character is this?

<p>A dynamic character (C)</p> Signup and view all the answers

A character who staunchly maintains their values and beliefs from the beginning to the end of a story, despite facing numerous challenges, exemplifies what type of character?

<p>A static character (B)</p> Signup and view all the answers

A character's revelation in a story often leads to what kind of change?

<p>An alteration in his or her views and understanding (D)</p> Signup and view all the answers

What is a key characteristic of a static character that distinguishes them from other character types?

<p>They do not undergo any significant internal change. (D)</p> Signup and view all the answers

How does conflict commonly influence a dynamic character's development?

<p>It triggers a change in their personality or understanding. (B)</p> Signup and view all the answers

Which of the following correctly matches the character type with its typical behavior?

<p>Dynamic character: Changes as a result of learning. (B)</p> Signup and view all the answers

How would a static character most likely respond to a life-altering event?

<p>By maintaining their original stance with steadfast resolve. (C)</p> Signup and view all the answers

Which of these statements accurately portrays the relationship between dynamic characters and narrative conflict?

<p>Conflict serves as a catalyst that changes dynamic characters. (A)</p> Signup and view all the answers

What is the main effect of a revelation on a dynamic character?

<p>It leads to a transformation in outlook or understanding. (D)</p> Signup and view all the answers

Which of the following scenarios would be most likely to feature a dynamic character arc?

<p>A soldier who becomes disillusioned with war after witnessing its brutality. (C)</p> Signup and view all the answers

Which element is LEAST likely to be associated with a static character??

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

How does a dynamic character's behavior at the end of a story compare to their initial behavior?

<p>It is noticeably different, reflecting growth and learning. (B)</p> Signup and view all the answers

In a tale of self-discovery, a character’s journey leads them to abandon long-held prejudices and embrace new perspectives. Which character type aligns most closely with this transformation?

<p>A dynamic protagonist (B)</p> Signup and view all the answers

An experienced detective, known for never deviating from tried-and-true methods, encounters a case that challenges everything he knows. If he remains steadfast in his approach, which character type does he best represent?

<p>Static (C)</p> Signup and view all the answers

A novel begins with a cynical business executive focused solely on profit. Through a series of encounters, they learn the importance of empathy and social responsibility, eventually restructuring their company to prioritize these values. Which type of character best fits this description?

<p>Dynamic (C)</p> Signup and view all the answers

Which concept is most closely related to the development of a dynamic character?

<p>Personal Growth (C)</p> Signup and view all the answers

Flashcards

Static Character

A character that remains the same throughout the story, undergoing no change in thought or personality, even when involved in conflict.

Dynamic Character

A character who undergoes a change as a result of learning from conflict, experiencing a revelation that changes his or her views.

Study Notes

Algorithmic Trading

  • Requires the execution of orders based on preprogrammed instructions.

Algorithmic Trading Objectives

  • Aims to lower transaction costs through VWAP, TWAP, percentage of volume, and implementation shortfall strategies.
  • Seeks to improve execution speed in liquid markets, capitalizing on fleeting opportunities.
  • Strives to obtain anonymity to conceal trading intentions.
  • Automates routine trading tasks.

Order Types

Market Order

  • Gets executed immediately at the best available price.
  • Bears the risk of price impact.
  • Has a high fill probability.
  • Has the highest market impact.
  • Best utilized when certainty of execution is a priority.

Limit Order

  • Gets executed only at the specified limit price or better.
  • Risks non-execution.
  • Fill probability depends on the limit price.
  • Causes less market impact than market orders.
  • Best utilized when price is more important than certainty of execution.

Marketable Limit Order

  • Involves a limit price at or better than the best available price.
  • Functions similarly to a market order but includes a price cap.

Other Order Types

  • Stop Order gets activated when a specified stop price is reached.
  • Stop-Limit Order starts as a stop order, becoming a limit order upon activation.
  • Hidden Order (Iceberg Order) shows only a portion of the order.
  • Immediate-or-Cancel (IOC) Order cancels any portion of the order that is not immediately executed.
  • All-or-None (AON) Order gets executed only if the entire quantity can be filled.

Electronic Communication Networks (ECNs)

  • These are automated systems that match buy and sell orders.
  • Enhance transparency and lower transaction costs.
  • Nasdaq and NYSE Arca are prime examples of ECNs.

Dark Pools

  • These are private exchanges or forums for trading securities.
  • Provide anonymity but less transparency.
  • Particularly useful for large block orders.
  • They raise concerns about potential market manipulation.

Order Placement

Routing

  • Involves directing an order to a specific exchange or market center.
  • Smart Order Routers (SORs) automatically route orders to the best available market.

Order Book

  • Is an electronic list of buy and sell orders for a specific security.
  • Displays order size and price at different levels.

Execution

Fill Rate

  • Represents the percentage of an order that is successfully executed.
  • Gets affected by order size, market liquidity, and order type.

Slippage

  • Is the difference between the expected trade price and the actual execution price.
  • Results from market impact and price volatility.

Performance Evaluation

Benchmarks

  • Volume-Weighted Average Price (VWAP) is the average security price weighted by trading volume. $$ \operatorname{V} W A P=\frac{\sum_{i=1}^{n} P_{i} \times Q_{i}}{\sum_{i=1}^{n} Q_{i}} $$ where $P_i$ is the price of the $i$th trade and $Q_i$ is the quantity of shares traded in the $i$th trade.
  • Time-Weighted Average Price (TWAP) is the average security price over a specified period. $$ T W A P=\frac{\sum_{i=1}^{n} P_{i}}{n} $$ where $P_i$ is the price at time $i$, and $n$ is the number of prices observed.
  • Implementation Shortfall is the difference between the actual portfolio return and the return of a paper portfolio without market impact. $$ \text { Implementation Shortfall }=\left(P_{t}-P_{0}\right) Q-C+O C $$ where $P_t$ is the final portfolio value, $P_0$ is the initiatl portfolio value, $Q$ is the number of shares, $C$ is the commission paid, and $OC$ is the opportunity cost due to unfilled orders.

Example

High-Frequency Trading (HFT)

  • Is a type of algorithmic trading with high speeds, turnover rates, and short-term investment horizons.
  • Used for market making and arbitrage.
  • Creates controversies regarding fairness and market manipulation potential.

Statistical Arbitrage

  • Is a type of algorithmic trading that exploits statistical relationships between securities.
  • Employs complex models and large datasets.
  • Includes pairs trading and index arbitrage.

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