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URLhttps://demonstrations.wolfram.com/BetaDistribution/
Last Crawled2026-04-11 00:19:34 (6 days ago)
First Indexed2018-07-15 22:14:01 (7 years ago)
HTTP Status Code200
Meta TitleBeta Distribution | Wolfram Demonstrations Project
Meta DescriptionExplore thousands of free applications across science, mathematics, engineering, technology, business, art, finance, social sciences, and more.
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Varying the two parameters of the beta distribution gives rise to a wide variety of shapes for the probability density (pdf) and cumulative distribution functions (cdf).
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You need to enable JavaScript to run this app. [13,000+](https://demonstrations.wolfram.com/all "All Demonstrations") Open Interactive Demonstrations From the makers of [Wolfram Language](https://www.wolfram.com/language/) and [Mathematica](https://www.wolfram.com/mathematica/) # [Wolfram Demonstrations Project](https://demonstrations.wolfram.com/) - [Topics](https://demonstrations.wolfram.com/topics) - [Latest](https://demonstrations.wolfram.com/new) - [Random](https://www.wolframcloud.com/obj/resourcesystem/api/1.0/RandomResourcePage?ResourceTypes=Demonstration) - [Authoring Notebook](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/Unnamed-Demonstration.nb) # Beta Distribution | | | |---|---| | ​ | \$Failed | | | | | | 0\.2 0\.4 0\.6 0\.8 1\.0 α \= 1 \| β \= 1 | | | | | display | | | | | | | pdf | | | | | | cdf | | parameters | | Initializing live version [Open Notebook in Cloud](https://www.wolframcloud.com/obj/e95cca0a-d4e6-459c-a8a1-179049e0740b?src=CloudBasicCopiedContent#sidebar=basic-notebook-links) Copy Manipulate to Clipboard Source Code Varying the two parameters of the beta distribution gives rise to a wide variety of shapes for the probability density (pdf) and cumulative distribution functions (cdf). ​ Contributed by: [Fiona Maclachlan](https://demonstrations.wolfram.com/authors/fiona-maclachlan) (2007) Open content licensed under [CC BY-NC-SA](http://www.wolfram.com/legal/terms/wolfram-demonstrations-project.html) *** ## Snapshots ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BetaDistribution/img/BetaDistribution_Snapshot-1.png) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BetaDistribution/img/BetaDistribution_Snapshot-2.png) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BetaDistribution/img/BetaDistribution_Snapshot-3.png) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BetaDistribution/img/BetaDistribution_Snapshot-4.png) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BetaDistribution/img/BetaDistribution_Snapshot-5.png) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BetaDistribution/img/BetaDistribution_Snapshot-6.png) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BetaDistribution/img/BetaDistribution_Snapshot-7.png) *** ## External Links - [Beta Distribution (Wolfram MathWorld) »](http://mathworld.wolfram.com/BetaDistribution.html) *** ## Permanent Citation Cite this as Fiona Maclachlan (2007), "Beta Distribution" Wolfram Demonstrations Project. demonstrations.wolfram.com/ BetaDistribution/ Related Demonstrations ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/ClosedFormFullLifeCycleDistribution/img/ClosedFormFullLifeCycleDistribution_Snapshot-1.png) [Closed-Form Full Life Cycle Distribution](https://demonstrations.wolfram.com/ClosedFormFullLifeCycleDistribution/) [Kelly S. 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Normand](https://demonstrations.wolfram.com/authors/mark-d-normand), [Micha Peleg](https://demonstrations.wolfram.com/authors/micha-peleg) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/BinomialProbabilityDistribution/img/BinomialProbabilityDistribution_Snapshot-1.png) [Binomial Probability Distribution](https://demonstrations.wolfram.com/BinomialProbabilityDistribution/) [Paul Savory](https://demonstrations.wolfram.com/authors/paul-savory) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/CentralLimitTheoremForTheContinuousUniformDistribution/img/CentralLimitTheoremForTheContinuousUniformDistribution_Snapshot-1.png) [Central Limit Theorem for the Continuous Uniform Distribution](https://demonstrations.wolfram.com/CentralLimitTheoremForTheContinuousUniformDistribution/) [David K. Watson](https://demonstrations.wolfram.com/authors/david-k-watson) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/ChiSquaredDistributionAndTheCentralLimitTheorem/img/ChiSquaredDistributionAndTheCentralLimitTheorem_Snapshot-1.png) [Chi-Squared Distribution and the Central Limit Theorem](https://demonstrations.wolfram.com/ChiSquaredDistributionAndTheCentralLimitTheorem/) [Peter Falloon](https://demonstrations.wolfram.com/authors/peter-falloon) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/ComparingRule30PseudorandomsToAUniformDistribution/img/ComparingRule30PseudorandomsToAUniformDistribution_Snapshot-1.png) [Comparing Rule 30 Pseudorandoms to a Uniform Distribution](https://demonstrations.wolfram.com/ComparingRule30PseudorandomsToAUniformDistribution/) [Chris Boucher](https://demonstrations.wolfram.com/authors/chris-boucher) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/ConfidenceIntervalsForTheBinomialDistribution/img/ConfidenceIntervalsForTheBinomialDistribution_Snapshot-1.png) [Confidence Intervals for the Binomial Distribution](https://demonstrations.wolfram.com/ConfidenceIntervalsForTheBinomialDistribution/) [Tomas Garza](https://demonstrations.wolfram.com/authors/tomas-garza) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/ConfidenceIntervalsForTheErlangDistribution/img/ConfidenceIntervalsForTheErlangDistribution_Snapshot-1.png) [Confidence Intervals for the Erlang Distribution](https://demonstrations.wolfram.com/ConfidenceIntervalsForTheErlangDistribution/) [Tomas Garza](https://demonstrations.wolfram.com/authors/tomas-garza) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/ConvergenceOfTheEmpiricalDistributionFunctionOfASample/img/ConvergenceOfTheEmpiricalDistributionFunctionOfASample_Snapshot-1.png) [Convergence of the Empirical Distribution Function of a Sample](https://demonstrations.wolfram.com/ConvergenceOfTheEmpiricalDistributionFunctionOfASample/) [Tomas Garza](https://demonstrations.wolfram.com/authors/tomas-garza) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/DegreeDistributionOnARandomNetwork/img/DegreeDistributionOnARandomNetwork_Snapshot-1.png) [Degree Distribution on a Random Network](https://demonstrations.wolfram.com/DegreeDistributionOnARandomNetwork/) [Jorge Villalobos](https://demonstrations.wolfram.com/authors/jorge-villalobos) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/DifferentPerspectivesOnTheMedianOfADistribution/img/DifferentPerspectivesOnTheMedianOfADistribution_Snapshot-1.png) [Different Perspectives on the Median of a Distribution](https://demonstrations.wolfram.com/DifferentPerspectivesOnTheMedianOfADistribution/) [Alexander White](https://demonstrations.wolfram.com/authors/alexander-white), [Lawrence M. Lesser](https://demonstrations.wolfram.com/authors/lawrence-m-lesser) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/DistributionOfDiscreteRecords/img/DistributionOfDiscreteRecords_Snapshot-1.png) [Distribution of Discrete Records](https://demonstrations.wolfram.com/DistributionOfDiscreteRecords/) [Heikki Ruskeepää](https://demonstrations.wolfram.com/authors/heikki-ruskeepaa) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/DistributionOfNormalMeansWithDifferentSampleSizes/img/DistributionOfNormalMeansWithDifferentSampleSizes_Snapshot-1.png) [Distribution of Normal Means with Different Sample Sizes](https://demonstrations.wolfram.com/DistributionOfNormalMeansWithDifferentSampleSizes/) [David Gurney](https://demonstrations.wolfram.com/authors/david-gurney) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/DistributionOfTheMeansOfSamplesHavingRandomSizes/img/DistributionOfTheMeansOfSamplesHavingRandomSizes_Snapshot-1.png) [Distribution of the Means of Samples Having Random Sizes](https://demonstrations.wolfram.com/DistributionOfTheMeansOfSamplesHavingRandomSizes/) [Mark D. Normand](https://demonstrations.wolfram.com/authors/mark-d-normand), [Joseph Horowitz](https://demonstrations.wolfram.com/authors/joseph-horowitz), [Micha Peleg](https://demonstrations.wolfram.com/authors/micha-peleg) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/DistributionOfTheSampleRangeOfContinuousRandomVariables/img/DistributionOfTheSampleRangeOfContinuousRandomVariables_Snapshot-1.png) [Distribution of the Sample Range of Continuous Random Variables](https://demonstrations.wolfram.com/DistributionOfTheSampleRangeOfContinuousRandomVariables/) [Heikki Ruskeepää](https://demonstrations.wolfram.com/authors/heikki-ruskeepaa) ![](https://www.wolframcloud.com/obj/resourcesystem/published/DemonstrationRepository/deployments/DistributionOfTheSampleRangeOfDiscreteRandomVariables/img/DistributionOfTheSampleRangeOfDiscreteRandomVariables_Snapshot-1.png) [Distribution of the Sample Range of Discrete Random Variables](https://demonstrations.wolfram.com/DistributionOfTheSampleRangeOfDiscreteRandomVariables/) [Heikki Ruskeepää](https://demonstrations.wolfram.com/authors/heikki-ruskeepaa) Related Topics - [Statistics](https://demonstrations.wolfram.com/topic/statistics) - [Probability](https://demonstrations.wolfram.com/topic/probability) - [Browse all topics](https://demonstrations.wolfram.com/topics/) [Wolfram Language](https://www.wolfram.com/language/)[Mathematica](https://www.wolfram.com/mathematica/)[Wolfram U](https://www.wolfram.com/wolfram-u/)[Community](https://community.wolfram.com/)[More »](https://www.wolfram.com/resources/) © 2026 Wolfram Demonstrations Project & Contributors \| [Terms of Use](http://www.wolfram.com/legal/terms/wolfram-demonstrations-project.html) \| [Privacy Policy](https://www.wolfram.com/legal/privacy/wolfram/) \| [Give feedback](https://resources.wolframcloud.com/forms/contact) You are using a browser not supported by the Wolfram Cloud. 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Readable Markdown
Varying the two parameters of the beta distribution gives rise to a wide variety of shapes for the probability density (pdf) and cumulative distribution functions (cdf).
Shard184 (laksa)
Root Hash3744487911316863784
Unparsed URLcom,wolfram!demonstrations,/BetaDistribution/ s443