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The Bear Case for Solana: A Comprehensive Critical Analysis
Introduction Solana has emerged as one of the most prominent challengers to Ethereum’s dominance in the cryptocurrency landscape since its 2020 launch, garnering significant attention for its high throughput, low tra…
The ByBit Hack: A Comprehensive Analysis of the $1.43 Billion Crypto Heist
Introduction On February 21, 2025, the cryptocurrency world was shaken by a monumental security breach at ByBit, one of the leading crypto exchanges. The hack resulted in the theft of approximately $1.43 billion in digital…
Exploring the Future of Crypto: Four Questions That Matter
As part of the application to Blockworks, a leading financial media brand focused on digital assets, we were tasked with selecting four questions from a list of six that we find most compelling. This exercise not only allo…
Using SciPy’s Wilcoxon Signed-Rank Test for Cryptocurrency Strategy Evaluation
When evaluating trading strategies in cryptocurrency markets, robust statistical methods are essential. SciPy’s implementation of the Wilcoxon Signed-Rank Test provides an ideal tool for this purpose. This article ex…
Applying the Wilcoxon Signed-Rank Test to Evaluate Bitcoin Trading Strategies
In the fast-paced and volatile world of cryptocurrency trading, reliable statistical methods for evaluating trading strategies are essential. The Wilcoxon Signed-Rank Test offers a powerful non-parametric approach particul…
The Shapiro-Wilk Test
The Shapiro-Wilk test is a statistical method used to determine whether a dataset follows a normal distribution. Developed by Samuel Sanford Shapiro and Martin Wilk in 1965, this test is widely employed in various fields o…