maximum likelihood estimation

method of estimating the parameters of a statistical model, given observations
Intangible method Q1045555
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maximum likelihood estimation

Summary

maximum likelihood estimation is a method[1]. It has Wikipedia articles in 25 language editions, a strong signal of global cultural recognition.[2]

Key Facts

  • maximum likelihood estimation's instance of is recorded as method[3].
  • maximum likelihood estimation is a type of estimation[4].
  • maximum likelihood estimation is part of statistics[5].
  • maximum likelihood estimation's Commons category is recorded as Maximum likehood[6].
  • maximum likelihood estimation's topic's main category is recorded as Category:Maximum likelihood estimation[7].
  • maximum likelihood estimation's described by source is recorded as ISO 3534-1:2006(en) Statistics — Vocabulary and symbols — Part 1: General statistical terms and terms used in probability[8].
  • maximum likelihood estimation's short name is recorded as {'lang': 'en', 'text': 'MLE'}[9].
  • maximum likelihood estimation's short name is recorded as {'lang': 'fr', 'text': 'EMV'}[10].
  • maximum likelihood estimation's short name is recorded as {'lang': 'ru', 'text': 'ММП'}[11].
  • maximum likelihood estimation's short name is recorded as {'lang': 'es', 'text': 'EMV'}[12].
  • maximum likelihood estimation's short name is recorded as {'lang': 'ast', 'text': 'EMV'}[13].
  • maximum likelihood estimation's different from is recorded as restricted maximum likelihood[14].
  • maximum likelihood estimation's different from is recorded as maximum likelihood estimator[15].
  • maximum likelihood estimation's ACM Classification Code is recorded as 10003663[16].
  • maximum likelihood estimation's uses is recorded as maximum likelihood estimator[17].
  • maximum likelihood estimation's on focus list of Wikimedia project is recorded as Wikipedia:Vital articles/Level/4[18].
  • maximum likelihood estimation's maintained by WikiProject is recorded as WikiProject Mathematics[19].

Body

Definition and Type

maximum likelihood estimation's instance of is recorded as method[3]. It is a type of estimation[4].

Use and Application

maximum likelihood estimation is part of statistics[5].

Why It Matters

maximum likelihood estimation has Wikipedia articles in 25 language editions, a strong signal of global cultural recognition.[2] It is known by 54 alternative names across languages and contexts.[20]

It is credited with the discovery of Ronald Fisher[21], a mathematician[22], 1890–1962[23], of United Kingdom[24], awarded the Fellow of the Royal Society[25], specialised in statistics[26].

FAQs

What did maximum likelihood estimation discover?

maximum likelihood estimation is credited as discoverer of Ronald Fisher[21].

References

Programmatic citations — every numbered marker resolves to a verifiable graph row below.

Direct Wikidata claims

  1. [3] . wikidata.org.
  2. [4] . wikidata.org.
  3. [5] . wikidata.org.
  4. [6] . wikidata.org.
  5. [7] . wikidata.org.
  6. [8] . wikidata.org.
  7. [9] . wikidata.org.
  8. [10] . wikidata.org.
  9. [11] . wikidata.org.
  10. [12] . wikidata.org.
  11. [13] . wikidata.org.
  12. [14] . wikidata.org.
  13. [15] . wikidata.org.
  14. [16] . wikidata.org.
  15. [17] . wikidata.org.
  16. [18] . wikidata.org.
  17. [19] . wikidata.org.

Inverse relationships (entities pointing at this one)

  1. [21] . wikidata.org. → on this site

Inline context (facts about related entities)

  1. [22] . Wikidata. wikidata.org. → on this site
  2. [23] . Wikidata. wikidata.org. → on this site
  3. [24] . Wikidata. wikidata.org. → on this site
  4. [25] . Wikidata. wikidata.org. → on this site
  5. [26] . Wikidata. wikidata.org. → on this site

Class ancestry

  1. [1] . Wikidata. wikidata.org.

Aggregate / graph-position facts

  1. [2] . Wikidata sitelinks. wikidata.org.
  2. [20] . Wikidata aliases. wikidata.org.

📑 Cite this page

Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). maximum likelihood estimation. Retrieved May 3, 2026, from https://4ort.xyz/entity/maximum-likelihood-estimation
MLA “maximum likelihood estimation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 3 May. 2026, https://4ort.xyz/entity/maximum-likelihood-estimation.
BibTeX @misc{4ortxyz_maximum-likelihood-estimation_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{maximum likelihood estimation}}, year = {2026}, url = {https://4ort.xyz/entity/maximum-likelihood-estimation}, note = {Accessed: 2026-05-03}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): maximum likelihood estimation — https://4ort.xyz/entity/maximum-likelihood-estimation (retrieved 2026-05-03)

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Edit History

Rolling log of changes to this entity's Wikidata record. Values shown reflect the current state of each edited property — follow the history link to see the precise diff for any edit.

  1. 15d ago · Yirba · 2026-06-20 view diff on Wikidata ↗
    Topic's main category Category:Maximum likelihood estimation
    Instance of method
    Part of
    Maintained by wikiproject WikiProject Mathematics
    + 11 other properties edited (see Wikidata diff for full list)
    "/* wbeditentity-update:0| */ QuickStatements 3.0 [[:toollabs:qs-dev/batch/37444|batch #37444]]: Encyclopedia of China (Third Edition) ID (2026) ([[Property:P14541]]) 2"
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