Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Trading the Spread Based on Z-Score

Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Trading the Spread Based on Z-Score

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial explains pairs trading, focusing on the concept of spread, which is the difference between two assets adjusted by a hedge ratio. It details how to go long or short on the spread using examples with QNT and XRP. The Z score is introduced as a measure of how stretched the spread is, indicating when to enter or exit trades. The tutorial covers calculating the Z score and its application in trading strategies, including backtesting results. A practical strategy using a Z score threshold of ±1.5 is demonstrated, highlighting the risks and potential returns of statistical arbitrage.

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10 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the spread in pairs trading?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the zero line in the context of the spread?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What does going long on a spread mean?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

How do you calculate the spread using Series 1 and Series 2?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the concept of the hedge ratio in pairs trading.

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

How do you determine when to go long or short on a spread?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the Z score and how is it used in pairs trading?

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