René's URL Explorer Experiment


Title: Log Normal Distribution -- from Wolfram MathWorld

Open Graph Title: Log Normal Distribution -- from Wolfram MathWorld

X Title: Log Normal Distribution -- from Wolfram MathWorld

Description: A continuous distribution in which the logarithm of a variable has a normal distribution. It is a general case of Gibrat's distribution, to which the log normal distribution reduces with S=1 and M=0. A log normal distribution results if the variable is the product of a large number of independent, identically-distributed variables in the same way that a normal distribution results if the variable is the sum of a large number of independent, identically-distributed variables. The probability...

Open Graph Description: A continuous distribution in which the logarithm of a variable has a normal distribution. It is a general case of Gibrat's distribution, to which the log normal distribution reduces with S=1 and M=0. A log normal distribution results if the variable is the product of a large number of independent, identically-distributed variables in the same way that a normal distribution results if the variable is the sum of a large number of independent, identically-distributed variables. The probability...

X Description: A continuous distribution in which the logarithm of a variable has a normal distribution. It is a general case of Gibrat's distribution, to which the log normal distribution reduces with S=1 and M=0. A log normal distribution results if the variable is the product of a large number of independent, identically-distributed variables in the same way that a normal distribution results if the variable is the sum of a large number of independent, identically-distributed variables. The probability...

Opengraph URL: https://mathworld.wolfram.com/LogNormalDistribution.html

X: @WolframResearch

direct link

Domain: mathworld.wolfram.com

DC.TitleLog Normal Distribution
DC.CreatorWeisstein, Eric W.
DC.DescriptionA continuous distribution in which the logarithm of a variable has a normal distribution. It is a general case of Gibrat's distribution, to which the log normal distribution reduces with S=1 and M=0. A log normal distribution results if the variable is the product of a large number of independent, identically-distributed variables in the same way that a normal distribution results if the variable is the sum of a large number of independent, identically-distributed variables. The probability...
DC.Date.Modified2005-10-11
DC.Subject62E
DC.RightsCopyright 1999-2026 Wolfram Research, Inc. See https://mathworld.wolfram.com/about/terms.html for a full terms of use statement.
DC.Formattext/html
DC.Identifierhttps://mathworld.wolfram.com/LogNormalDistribution.html
DC.Languageen
DC.PublisherWolfram Research, Inc.
DC.Relation.IsPartOfhttps://mathworld.wolfram.com/
DC.TypeText
Last-Modified2005-10-11
og:imagehttps://mathworld.wolfram.com/images/socialmedia/share/ogimage_LogNormalDistribution.png
og:typewebsite
twitter:cardsummary_large_image
twitter:image:srchttps://mathworld.wolfram.com/images/socialmedia/share/ogimage_LogNormalDistribution.png
Noneie=edge

Links:

https://www.wolfram.com/mathematica/
https://wolframalpha.com/
https://mathworld.wolfram.com/
https://www.wolfram.com/mathematica/
https://wolframalpha.com/
https://mathworld.wolfram.com/
Algebra https://mathworld.wolfram.com/topics/Algebra.html
Applied Mathematics https://mathworld.wolfram.com/topics/AppliedMathematics.html
Calculus and Analysis https://mathworld.wolfram.com/topics/CalculusandAnalysis.html
Discrete Mathematics https://mathworld.wolfram.com/topics/DiscreteMathematics.html
Foundations of Mathematics https://mathworld.wolfram.com/topics/FoundationsofMathematics.html
Geometry https://mathworld.wolfram.com/topics/Geometry.html
History and Terminology https://mathworld.wolfram.com/topics/HistoryandTerminology.html
Number Theory https://mathworld.wolfram.com/topics/NumberTheory.html
Probability and Statistics https://mathworld.wolfram.com/topics/ProbabilityandStatistics.html
Recreational Mathematics https://mathworld.wolfram.com/topics/RecreationalMathematics.html
Topology https://mathworld.wolfram.com/topics/Topology.html
Alphabetical Index https://mathworld.wolfram.com/letters/
New in MathWorld https://mathworld.wolfram.com/whatsnew/
Probability and Statisticshttps://mathworld.wolfram.com/topics/ProbabilityandStatistics.html
Statistical Distributionshttps://mathworld.wolfram.com/topics/StatisticalDistributions.html
Continuous Distributionshttps://mathworld.wolfram.com/topics/ContinuousDistributions.html
History and Terminologyhttps://mathworld.wolfram.com/topics/HistoryandTerminology.html
Wolfram Language Commandshttps://mathworld.wolfram.com/topics/WolframLanguageCommands.html
MathWorld Contributorshttps://mathworld.wolfram.com/topics/MathWorldContributors.html
van der Welhttps://mathworld.wolfram.com/topics/vanderWel.html
Download Wolfram Notebookhttps://mathworld.wolfram.com/notebooks/Statistics/LogNormalDistribution.nb
continuous distributionhttps://mathworld.wolfram.com/ContinuousDistribution.html
logarithmhttps://mathworld.wolfram.com/Logarithm.html
normal distributionhttps://mathworld.wolfram.com/NormalDistribution.html
Gibrat's distributionhttps://mathworld.wolfram.com/GibratsDistribution.html
normal distributionhttps://mathworld.wolfram.com/NormalDistribution.html
erfhttps://mathworld.wolfram.com/Erf.html
Wolfram Languagehttp://www.wolfram.com/language/
LogNormalDistributionhttp://reference.wolfram.com/language/ref/LogNormalDistribution.html
raw momentshttps://mathworld.wolfram.com/RawMoment.html
central momentshttps://mathworld.wolfram.com/CentralMoment.html
meanhttps://mathworld.wolfram.com/Mean.html
variancehttps://mathworld.wolfram.com/Variance.html
skewnesshttps://mathworld.wolfram.com/Skewness.html
kurtosis excesshttps://mathworld.wolfram.com/KurtosisExcess.html
Log-Series Distributionhttps://mathworld.wolfram.com/Log-SeriesDistribution.html
Logarithmic Distributionhttps://mathworld.wolfram.com/LogarithmicDistribution.html
Weibull Distributionhttps://mathworld.wolfram.com/WeibullDistribution.html
log normal distribution https://www.wolframalpha.com/input/?i=log+normal+distribution
165 millionhttps://www.wolframalpha.com/input/?i=165+million
Cesaro fractalhttps://www.wolframalpha.com/input/?i=Cesaro+fractal
The Lognormal Distribution, with Special Reference to Its Use in Economics.http://www.amazon.com/exec/obidos/ASIN/B0007J4T92/ref=nosim/ericstreasuretro
Handbook of Tables for Order Statistics from Lognormal Distributions with Applications.http://www.amazon.com/exec/obidos/ASIN/0792356349/ref=nosim/ericstreasuretro
Lognormal Distributions: Theory and Applications.http://www.amazon.com/exec/obidos/ASIN/0824778030/ref=nosim/ericstreasuretro
Mathematics of Statistics, Pt. 2, 2nd ed.http://www.amazon.com/exec/obidos/ASIN/B0007HR7SY/ref=nosim/ericstreasuretro
Log Normal Distributionhttps://www.wolframalpha.com/input/?i=log+normal+distribution
Weisstein, Eric W.https://mathworld.wolfram.com/about/author.html
MathWorldhttps://mathworld.wolfram.com/
https://mathworld.wolfram.com/LogNormalDistribution.htmlhttps://mathworld.wolfram.com/LogNormalDistribution.html
Probability and Statisticshttps://mathworld.wolfram.com/topics/ProbabilityandStatistics.html
Statistical Distributionshttps://mathworld.wolfram.com/topics/StatisticalDistributions.html
Continuous Distributionshttps://mathworld.wolfram.com/topics/ContinuousDistributions.html
History and Terminologyhttps://mathworld.wolfram.com/topics/HistoryandTerminology.html
Wolfram Language Commandshttps://mathworld.wolfram.com/topics/WolframLanguageCommands.html
MathWorld Contributorshttps://mathworld.wolfram.com/topics/MathWorldContributors.html
van der Welhttps://mathworld.wolfram.com/topics/vanderWel.html
About MathWorldhttps://mathworld.wolfram.com/about/
MathWorld Classroomhttps://mathworld.wolfram.com/classroom/
Contributehttps://mathworld.wolfram.com/contact/
MathWorld Bookhttps://www.amazon.com/exec/obidos/ASIN/1420072218/ref=nosim/weisstein-20
wolfram.comhttps://www.wolfram.com
13,426 Entrieshttps://mathworld.wolfram.com/whatsnew/
Last Updated: Sun Jul 5 2026https://mathworld.wolfram.com/whatsnew/
©1999–2026 Wolfram Research, Inc.https://www.wolfram.com
Terms of Usehttps://www.wolfram.com/legal/terms/mathworld.html
https://www.wolfram.com
wolfram.comhttps://www.wolfram.com
Wolfram for Educationhttps://www.wolfram.com/education/

Viewport: width=device-width, initial-scale=1


URLs of crawlers that visited me.