StatsBase.jl Documentation

StatsBase.jl is a Julia package that provides basic support for statistics. Particularly, it implements a variety of statistics-related functions, such as scalar statistics, high-order moment computation, counting, ranking, covariances, sampling, and empirical density estimation.

• Weight Vectors
• Implementations
• Methods
• Mean Functions
• Scalar Statistics
• Moments
• Measurements of Variation
• Z-scores
• Entropy and Related Functions
• Quantile and Related Functions
• Mode and Modes
• Summary Statistics
• Robust Statistics
• Computing Deviations
• Scatter Matrix and Covariance
• Counting Functions
• Counting over an Integer Range
• Counting over arbitrary distinct values
• Rankings and Rank Correlations
• Sampling from Population
• Sampling API
• Algorithms
• Empirical Estimation
• Histograms
• Empirical Cumulative Distribution Function
• Correlation Analysis of Signals
• Autocovariance and Autocorrelation
• Cross-covariance and Cross-correlation
• Partial Autocorrelation Function
• Miscellaneous Functions
• Abstraction for Statistical Models