This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, cross-validation, model fitting, and many more. To keep receiving these articles, sign up on DSC.
13 Great Articles and Tutorials about Correlation
- Tutorial: How to detect spurious correlations – and how to find the real ones
- How to find out if it’s correlation or causation
- Correlation does not imply causation
- Correlation and R-Squared for Big Data
- Spurious correlations: 15 examples
- How to Lie with Visualizations – Statistics, Causation vs Correlation
- Associations and Correlations: The Essential Elements – Book
- Examining correlation
- The best kept secret about linear and logistic regression
- Excluding variables from a logistic regression model – based on correlation
- Another book about correlation vs. causation
- High crime rates explained by gasoline lead. Really?
- Comparing Copulas and Rank Order Correlation
Enjoy the reading, or become one of our bloggers and start posting articles and tutorials on DSC.
Examples of correlation, from -1 to +1
Related Articles
