Incanter Reference
Getting started
- Introduction to Incanter
- Getting started (wiki)
- Introduction to datasets and charts (slides)
- Buildng Incanter applications with Leiningen and Clojars
- Building Clojure Web applications with Incanter, Compojure, and Leiningen
- Setting up Clojure, Incanter, Emacs, Slime, Swank, and Paredit
- Starting an Incanter Swank server with Leiningen
Reading and writing data
Plotting
- Sample plots (wiki)
- Plotting with non-numeric data
- Annotating Incanter plots
- Chart Themes
- Saving charts as PNG and PDF files
- Creating Processing Visualizations
Probability
Statistics
- Student’s t-test
- Chi-square test of independence
- Chi-square goodness-of-fit test
- Linear regression with higher-order terms
- Linear regression with dummy variables (wiki)
- Significance testing with randomization
- Bootstrapping: estimating confidence intervals, standard errors, and bias
- Correlation and permutation tests
- Principal Components Analysis (PCA)
Statistical learning
Bayesian statistics
- Bayesian inference of multinomial distribution parameters
- Linear regression with Bayesian sampling (wiki)
Optimization, matrices, and linear algebra
Additional Referene documentation
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