Algorithmic Trading: An Overview

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Questions and Answers

¿Cuál es la función principal del aparato respiratorio segun el texto?

La función principal es el intercambio de gases: aportar oxígeno a la sangre y eliminar el dióxido de carbono producido por el metabolismo.

El _____ _____ es la serie de conductos por los que circula el aire inspirado hasta la superficie alveolar.

árbol respiratorio

¿Dónde se encuentran las células ciliadas y cuál es su función?

Se encuentran desde la cavidad nasal hasta los bronquiolos más pequeños. Tienen extensiones llamadas cilios que se mueven de forma rítmica para desplazar el moco hacia la faringe-laringe, ayudando a la expulsión de partículas extrañas.

Las células caliciformes se encuentran en la mucosa de las vías respiratorias como la _____ y los _____.

<p>tráquea, bronquios</p> Signup and view all the answers

¿Qué funciones tiene el moco secretado por las células caliciformes?

<p>Captura partículas extrañas y patógenos, humedece el aire inhalado y protege las paredes de las vías respiratorias.</p> Signup and view all the answers

Los neumocitos tipo I son células _____ y _____ que forman una monocapa en las paredes alveolares, permitiendo el _____.

<p>planas, finas, intercambio de gases</p> Signup and view all the answers

¿Qué tipo de célula pulmonar es responsable de la producción de surfactante?

<p>Los neumocitos tipo II.</p> Signup and view all the answers

¿Cuál es la función del surfactante pulmonar?

<p>Disminuye la tensión superficial en la interfase aire-líquido de los alvéolos, evitando que estos colapsen durante la exhalación.</p> Signup and view all the answers

Los neumocitos tipo II pueden diferenciarse en neumocitos tipo I si estos últimos resultan dañados.

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

Las células de Clara (o células club) se encuentran en los _____ y participan en la producción de _____ y tienen una función protectora.

<p>bronquiolos, surfactante</p> Signup and view all the answers

¿Qué papel juegan las células dendríticas en los pulmones?

<p>Tienen una función inmunitaria. Capturan y procesan antígenos para presentarlos a otras células del sistema inmune y activar la respuesta inmunitaria.</p> Signup and view all the answers

¿Cuál es la función de los macrófagos alveolares?

<p>Fagocitan (ingieren) partículas extrañas, microorganismos patógenos y células muertas o dañadas que llegan a los alvéolos.</p> Signup and view all the answers

Los macrófagos alveolares ayudan a proteger los pulmones de _____.

<p>infecciones</p> Signup and view all the answers

Flashcards

Aparato Respiratorio

Series of conduits through which inhaled and exhaled air circulates, plus an area for gas exchange. (alveolar surface)

Ciliated Cells

These cells are found in the nasal cavity, trachea, bronchi, and bronchioles, up to the smallest respiratory pathways. They have extensions called cilia.

Caliciform Cells

These cells are located in the mucosa of the respiratory tract, specifically in the trachea and bronchioles and secrete mucus that traps foreign particles and pathogens.

Type I Pneumocytes

These cells form the walls of the alveoli and are flat and thin, creating a single layer that allows gas exchange between the air in the alveoli and the blood in the pulmonary capillaries.

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Type II Pneumocytes

These cells are cuboidal and produce pulmonary surfactant, which reduces surface tension in the alveoli, preventing collapse during exhalation.

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Type II pneumocytes characteristic

They can regenerate and convert into Type I pneumocytes in case of damage.

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Clara Cells

These cells are located in the bronchioles and have a protective function. They also participate in the production of surfactant (to a lesser extent).

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Dendritic Cells

They are located in the upper respiratory tract and in the lungs and have an immune function. Their function is to capture and process antigens to activate the immune response.

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Alveolar Macrophages

These cells are immune cells located in the alveoli that engulf foreign particles, microorganisms, and dead cells, helping to protect the lungs from infections.

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Study Notes

  • Algorithmic trading involves utilizing computer programs to automatically place trading orders in financial markets.
  • Computer programs follow a predefined algorithm based on variables like time, price, and volume.

Synonyms:

  • Automated trading.
  • Black-box trading.
  • Algo-trading.
  • High-frequency trading.

Algorithmic Trading History:

  • 1970s: Portfolio trading began with brokers using computers to execute block trades from institutional investor stock lists.
  • 1980s & 1990s: Rule-based trading emerged from academic research, leading to quantitative strategies using statistical analysis and mathematical models.
  • 2000s: Direct market access and co-location became popular as regulatory changes enabled direct exchange access, and firms reduced latency by situating servers nearby.
  • 2010s: Machine learning was adopted due to increased computing power and data availability, which facilitated the discovery and execution of trading strategies.

Algorithmic Trading Types:

Execution Algorithms

  • Execution algorithms aim to execute large orders without significantly affecting market prices.
  • VWAP (Volume Weighted Average Price) is an example execution algorithm.
  • TWAP (Time Weighted Average Price) is an example execution algorithm.
  • Implementation shortfall is an example execution algorithm.

Statistical Arbitrage

  • Statistical arbitrage exploits short-term price discrepancies between related assets.
  • Pairs trading is an example of statistical arbitrage.
  • Index arbitrage is an example of statistical arbitrage.
  • Triangular arbitrage is an example of statistical arbitrage.

Trend Following

  • Trend following identifies and trades assets based on price trend direction.
  • Moving average crossover is an example of trend following.
  • MACD (Moving Average Convergence Divergence) is an example of trend following.
  • Breakout strategies are examples of trend following.

Market Making

  • Market making provides market liquidity by placing buy and sell orders.
  • Quote stuffing is an example of market making.
  • Order book arbitrage is an example of market making.
  • Latency arbitrage is an example of market making.

Algorithmic Trading Pros:

  • Lower transaction costs.
  • Faster execution speed.
  • Reduced emotional bias.
  • Increased market efficiency.
  • Ability to backtest strategies.

Algorithmic Trading Cons:

  • Requires technical expertise.
  • Risk of system failure.
  • Potential for "flash crashes".
  • Regulatory scrutiny.
  • Over-optimization (curve fitting).

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