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kstats home page

Getting Started

Introduction
Installation
Quick Start

Descriptive Statistics

Descriptive Statistics
Central Tendency
Dispersion
Shape
Quantiles & Percentiles
Summary Statistics
Online Statistics
Frequency Tables
Moments & K-Statistics

Distributions

Probability Distributions

Hypothesis Tests

Hypothesis Tests

Correlation & Regression

Correlation & Regression
Pearson Correlation
Spearman Correlation
Kendall's Tau
Point-Biserial Correlation
Partial Correlation
Covariance
Correlation & Covariance Matrices
Simple Linear Regression

Sampling

Sampling & Transformation
Ranking
Normalization
Binning & Histograms
Weighted Sampling
Bootstrap Sampling

Hypothesis Tests

Shapiro-Wilk Test

Test whether a sample comes from a normally distributed population.

Content coming soon.

Kolmogorov-Smirnov Test

Anderson-Darling Test

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