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Atkinson Index Calculator

Atkinson Index Calculator

    Atkinson Index Calculator The Atkinson Index Calculator is a precise, normative online tool for economists, researchers, policymakers, and students to measure income or resource inequality with explicit sensitivity to the lower end of the distribution. Developed by Anthony B. Atkinson in 1970, the Atkinson index uniquely incorporates an inequality aversion parameter (ε), allowing […]

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Theil Index Calculator

Theil Index Calculator

    Theil Index Calculator The Theil Index Calculator is a sophisticated, accurate online tool designed for economists, researchers, policymakers, and students to measure income or resource inequality using the Theil index—a powerful entropy-based metric developed by econometrician Henri Theil in 1967. Unlike the Gini coefficient, the Theil index is fully decomposable, allowing analysis of

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Herfindahl Index Calculator

Herfindahl Index Calculator

    Herfindahl Index Calculator The Herfindahl Index Calculator (also known as the Herfindahl-Hirschman Index or HHI) is a precise, free online tool used by economists, competition authorities, researchers, and business analysts to measure market concentration and assess the level of competition in an industry. Developed by Orris C. Herfindahl and Albert O. Hirschman, the

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Lorenz Curve Calculator

Lorenz Curve Calculator

    Lorenz Curve Calculator The Lorenz Curve Calculator is an interactive online tool that allows economists, researchers, policymakers, students, and analysts to visualize and quantify inequality in the distribution of income, wealth, land, or any resource. Developed by Max O. Lorenz in 1905, the Lorenz curve graphically represents the cumulative share of a resource

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Gini Coefficient Calculator

Gini Coefficient Calculator

    Gini Coefficient Calculator The Gini Coefficient Calculator is a reliable, free online tool that accurately computes the Gini coefficient—a widely recognized measure of statistical dispersion used to assess income, wealth, or resource inequality within a population. Developed by Italian statistician Corrado Gini in 1912, the Gini coefficient ranges from 0 (perfect equality) to

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Kolmogorov Complexity Calculator

    Kolmogorov Complexity Calculator The Kolmogorov Complexity Calculator is an educational online tool that provides a practical approximation of Kolmogorov complexity (also known as algorithmic complexity or descriptive complexity) for input strings. Kolmogorov complexity, introduced by Andrey Kolmogorov in 1965, measures the shortest possible description length of an object in a fixed programming language.

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Jensen-Shannon Divergence Calculator

Jensen-Shannon Divergence Calculator

    Jensen-Shannon Divergence Calculator The Jensen-Shannon Divergence Calculator is a precise, user-friendly online tool that allows researchers, data scientists, bioinformaticians, machine learning practitioners, and students to measure the similarity between two probability distributions. Unlike the asymmetric Kullback-Leibler divergence, Jensen-Shannon divergence (JSD) is symmetric and bounded between 0 and 1 (when using base-2 logarithm), making

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Kullback-Leibler Divergence Calculator

Kullback-Leibler Divergence Calculator

    Kullback-Leibler Divergence Calculator The Kullback-Leibler Divergence Calculator is a reliable and precise online tool designed for researchers, data scientists, statisticians, machine learning engineers, and students to measure how one probability distribution diverges from a second reference distribution. Also known as relative entropy, KL divergence is a fundamental concept in information theory that quantifies

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Mutual Information Calculator

Mutual Information Calculator

    Mutual Information Calculator The Mutual Information Calculator is a precise online tool for researchers, biologists, bioinformaticians, geneticists, and students to quantify the dependency between two discrete random variables. Mutual information (MI), a cornerstone of information theory introduced by Claude Shannon, measures the amount of information one variable provides about another in bits (using

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Simpson’s Index Calculator

Simpson’s Index Calculator

    Simpson’s Index Calculator The Simpson’s Index Calculator is a powerful online tool designed to help ecologists, biologists, students, and researchers quantify biodiversity in ecosystems. This calculator uses the scientifically established Simpson’s Diversity Index, a widely accepted measure in ecology that accounts for both species richness (the number of different species) and evenness (the

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