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February 24, 2025 Breakthrough in Brain-Computer Interfaces: Two-Way Adaptive Technology Revolutionizes Control and Applications: The world’s first two-way adaptive brain-computer interface, developed by researchers …

The Kolmogorov-Smirnov Test

The Kolmogorov-Smirnov test is a nonparametric statistical test used to determine whether a dataset comes from a known distribution or if two datasets come from the same distribution. It is named after Andrey Kolmogorov an…

The Kruskal-Wallis Test

Introduction to the Kruskal-Wallis Test The Kruskal-Wallis test is a non-parametric statistical test used to compare three or more independent groups to determine if there are statistically significant differences between …

Two-Way ANOVA Example: Sector and Market Cap Effects on Stock Returns

Two-way ANOVA in a financial context Let’s demonstrate a two-way ANOVA in a financial context by examining how both sector and market capitalization influence stock returns: # Set seed for reproducibility np.random.s…

ANOVA (Analysis of Variance): A Comprehensive Guide with Python Implementation

Introduction Analysis of Variance, commonly known as ANOVA, is a statistical method used to test differences between two or more means. It was developed by statistician Ronald Fisher in the 1920s and has become a fundament…

Extracting the First Page of a PDF in Google Colab

Extracting specific pages from a PDF can be a useful task for various purposes, such as creating summaries, isolating important information, or reducing file size. In this article, we will guide you through the process of …

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