Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Statistical Arbitrage and Cointegration

Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Statistical Arbitrage and Cointegration

Assessment

Interactive Video

Information Technology (IT), Architecture, Business

University

Hard

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The video tutorial introduces pairs trading, a strategy that leverages the price difference between two assets, specifically in the crypto market on the dydx exchange. Unlike traditional strategies that rely on market direction, pairs trading focuses on the mathematical relationship between assets. The tutorial highlights the advantages of this objective, math-based approach, which is often used in large institutions but not widely discussed. It explains the concept of co-integration, which is crucial for identifying trading opportunities, and demonstrates how to use Python's statsmodels library to perform co-integration analysis without complex math.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is pairs trading and how does it work in the context of crypto?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the concept of 'spread' in pairs trading.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the advantages of using a pairs trading strategy over traditional trading strategies?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How can Python libraries assist in making trading decisions in pairs trading?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

Define co-integration in the context of pairs trading.

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

Discuss the role of statistical models in pairs trading.

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the P value in determining co-integration?

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