Stats with Clojure

1 Index

• About This Book
• Statistics

1.1 Tooling

• Setting up Visual Studio Code

1.2 Getting your feet wet

• Cloning Noj v2 Getting Started
• Start with Clay
• Getting Started With Stats With Clojure

1.3 Noj and other libraries

• Noj
• Kindly
• Plotly
• Tablecloth

1.4 Visualizations

• Visualizations

1.5 Statistical Terms

• Sample and Population
• Element

1.6 Random Number Generator

• Random Number Generator

1.7 Central Tendencies

• Mean
• Median
• Mode

1.8 Variability

• Range
• Variance
• Standard Deviation
• Interquartile Range
• Distribution
• Skewness
• Kurtosis
• Correlation
• Covariance
• Regression
• Gini Coefficient
• Entropy
• Mutual Information
• Kullback-Leibler Divergence
• Jensen-Shannon Divergence
• Wasserstein Distance
• Earth Mover’s Distance
• Jaccard Similarity
• Cosine Similarity
• Pearson Correlation
• Spearman Correlation
• Kendall Correlation

1.9 Project

• Analysis of Chennai Rainfall

1.10 Books & References

• An Introduction to Statistical Learning
• Khan Academy Probability & Statistics Course
• Information Theory, Inference, and Learning Algorithms
• All of Statistics

source: notebooks/index.clj