Jump to content
Main menu
Main menu
move to sidebar
hide
Navigation
Main page
Recent changes
Random page
Help about MediaWiki
Special pages
Niidae Wiki
Search
Search
Appearance
Create account
Log in
Personal tools
Create account
Log in
Pages for logged out editors
learn more
Contributions
Talk
Editing
Log-normal distribution
(section)
Page
Discussion
English
Read
Edit
View history
Tools
Tools
move to sidebar
hide
Actions
Read
Edit
View history
General
What links here
Related changes
Page information
Appearance
move to sidebar
hide
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
=== Technology === * In [[Reliability (statistics)|reliability]] analysis, the log-normal distribution is often used to model times to repair a maintainable system.<ref>{{cite book | last1 = O'Connor | first1 = Patrick | last2 = Kleyner | first2 = Andre | year = 2011 | title = Practical Reliability Engineering | publisher = John Wiley & Sons | isbn = 978-0-470-97982-2 | page = 35 }}</ref> * In [[wireless communication]], "the local-mean power expressed in logarithmic values, such as dB or neper, has a normal (i.e., Gaussian) distribution."<ref>{{cite web | title = Shadowing | website = www.WirelessCommunication.NL | url = http://wireless.per.nl/reference/chaptr03/shadow/shadow.htm |url-status = dead | archive-url = https://web.archive.org/web/20120113201345/http://wireless.per.nl/reference/chaptr03/shadow/shadow.htm | archive-date = January 13, 2012 }}</ref> Also, the random obstruction of radio signals due to large buildings and hills, called [[Fading|shadowing]], is often modeled as a log-normal distribution. * Particle size distributions produced by comminution with random impacts, such as in [[ball mill]]ing.<ref>{{Cite journal | last1 = Dexter | first1 = A. R. | last2 = Tanner | first2 = D. W. | date = July 1972 | title = Packing Densities of Mixtures of Spheres with Log-normal Size Distributions | url = https://www.nature.com/articles/physci238031a0 | journal = Nature Physical Science | language = en | volume = 238 | issue = 80 | pages = 31β32 | doi = 10.1038/physci238031a0 | bibcode = 1972NPhS..238...31D | issn = 2058-1106}}</ref> * The [[file size]] distribution of publicly available audio and video data files ([[MIME types]]) follows a log-normal distribution over five [[orders of magnitude]].<ref> {{cite journal | last1 = Gros | first1 = C | last2 = Kaczor | first2 = G. | last3 = Markovic | first3 = D | title = Neuropsychological constraints to human data production on a global scale | journal = The European Physical Journal B | year = 2012 | volume = 85 | issue = 28 | pages = 28 | doi = 10.1140/epjb/e2011-20581-3 | arxiv = 1111.6849 | bibcode = 2012EPJB...85...28G | s2cid = 17404692 }}</ref> * File sizes of 140 million files on personal computers running the Windows OS, collected in 1999.<ref>{{Cite journal | last1 = Douceur | first1 = John R. | last2 = Bolosky | first2 = William J. | date = 1999-05-01 | title = A large-scale study of file-system contents | journal = ACM SIGMETRICS Performance Evaluation Review | volume = 27 | issue = 1 | pages = 59β70 | doi = 10.1145/301464.301480 | issn = 0163-5999 | doi-access = free }}</ref><ref name=":3" /> * Sizes of text-based emails (1990s) and multimedia-based emails (2000s).<ref name=":3" /> * In computer networks and [[Internet traffic]] analysis, log-normal is shown as a good statistical model to represent the amount of traffic per unit time. This has been shown by applying a robust statistical approach on a large groups of real Internet traces. In this context, the log-normal distribution has shown a good performance in two main use cases: (1) predicting the proportion of time traffic will exceed a given level (for service level agreement or link capacity estimation) i.e. link dimensioning based on bandwidth provisioning and (2) predicting 95th percentile pricing.<ref>{{cite arXiv | last1 = Alamsar | first1 = Mohammed | last2 = Parisis | first2 = George | last3 = Clegg | first3 = Richard | last4 = Zakhleniuk | first4 = Nickolay | year = 2019 | title = On the Distribution of Traffic Volumes in the Internet and its Implications | eprint = 1902.03853 | class = cs.NI }}</ref> * in [[physical test]]ing when the test produces a time-to-failure of an item under specified conditions, the data is often best analyzed using a lognormal distribution.<ref>ASTM D3654, Standard Test Method for Shear Adhesion on Pressure-Sensitive Tapesw</ref><ref>ASTM D4577, Standard Test Method for Compression Resistance of a container Under Constant Load>\</ref>
Summary:
Please note that all contributions to Niidae Wiki may be edited, altered, or removed by other contributors. If you do not want your writing to be edited mercilessly, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource (see
Encyclopedia:Copyrights
for details).
Do not submit copyrighted work without permission!
Cancel
Editing help
(opens in new window)
Search
Search
Editing
Log-normal distribution
(section)
Add topic