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Understanding Returns of an Asset using Bitcoin

An Overview of Returns 2023-05-16 What are returns of an asset? Nominal, Simple, and Log Returns and their formulas Norminal Returns Simple Returns Log Returns Pros and Cons of the presented methods to calculate returns Visualization of Returns Returns over time Histogram of Log-Returns Conclusion Code What are returns of an asset? Returns are a…

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Introduction to Some Metrics of Algorithmic Trading

An exploration of metrics and support for metrics to compare strategies against one another. A quick look at the returns for SMA Price Crossover strategy against the returns of bitcoin.

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SMA Crossover Strategy (Bitcoin) Gridsearch

An analysis of the SMA crossover strategy on bitcoin with optimization using an extensive grid search method.

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About Me

As a Data Scientist, Machine Learning engineer, and avid trader, it was important for me to create a solid mathematical background for trading as there is a lot of disingenuous in this field. So, this website will provide a significant amount of free information regarding trading.

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