This HTML5 document contains 164 embedded RDF statements represented using HTML+Microdata notation.

The embedded RDF content will be recognized by any processor of HTML5 Microdata.

Namespace Prefixes

PrefixIRI
dctermshttp://purl.org/dc/terms/
yago-reshttp://yago-knowledge.org/resource/
dbohttp://dbpedia.org/ontology/
n19https://archive.org/download/ElementsOfInformationTheory2ndEd/
foafhttp://xmlns.com/foaf/0.1/
n18https://global.dbpedia.org/id/
yagohttp://dbpedia.org/class/yago/
dbthttp://dbpedia.org/resource/Template:
rdfshttp://www.w3.org/2000/01/rdf-schema#
freebasehttp://rdf.freebase.com/ns/
rdfhttp://www.w3.org/1999/02/22-rdf-syntax-ns#
owlhttp://www.w3.org/2002/07/owl#
n16http://www.mtm.ufsc.br/~taneja/book/
wikipedia-enhttp://en.wikipedia.org/wiki/
dbchttp://dbpedia.org/resource/Category:
dbphttp://dbpedia.org/property/
provhttp://www.w3.org/ns/prov#
xsdhhttp://www.w3.org/2001/XMLSchema#
wikidatahttp://www.wikidata.org/entity/
dbrhttp://dbpedia.org/resource/
n20https://ieeexplore.ieee.org/abstract/document/

Statements

Subject Item
dbr:Uncertainty_principle
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Index_of_physics_articles_(M)
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Kurtosis
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Truncated_normal_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Continuous_uniform_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Maximum_entropy_probability_distribution
rdf:type
yago:Distribution105729036 yago:Abstraction100002137 yago:Arrangement105726596 yago:WikicatContinuousDistributions yago:Structure105726345 yago:WikicatDiscreteDistributions yago:Cognition100023271 yago:PsychologicalFeature100023100
rdfs:label
Maximum entropy probability distribution
rdfs:comment
In statistics and information theory, a maximum entropy probability distribution has entropy that is at least as great as that of all other members of a specified class of probability distributions. According to the principle of maximum entropy, if nothing is known about a distribution except that it belongs to a certain class (usually defined in terms of specified properties or measures), then the distribution with the largest entropy should be chosen as the least-informative default. The motivation is twofold: first, maximizing entropy minimizes the amount of prior information built into the distribution; second, many physical systems tend to move towards maximal entropy configurations over time.
dcterms:subject
dbc:Continuous_distributions dbc:Entropy_and_information dbc:Particle_statistics dbc:Types_of_probability_distributions dbc:Discrete_distributions
dbo:wikiPageID
1813193
dbo:wikiPageRevisionID
1119070348
dbo:wikiPageWikiLink
dbr:Principle_of_indifference dbc:Entropy_and_information dbr:Bit dbc:Particle_statistics dbr:Chi_distribution dbr:Truncated_normal_distribution dbr:Ludwig_Boltzmann dbr:Nat_(unit) dbr:Information_theory dbr:Real_number dbr:Partition_function_(mathematics) dbr:Standard_deviation dbr:Geometric_distribution dbr:Exponential_distribution dbr:Beta_function dbr:Exponential_family dbr:Natural_logarithm dbr:Functional_(mathematics) dbr:Asymmetric_Laplace_distribution dbr:Log-normal_distribution dbr:Principle_of_maximum_entropy dbr:Circular_variance dbr:Logistic_distribution dbr:Entropy_(information_theory) dbr:Probability_distribution dbr:Uniform_distribution_(continuous) dbr:Lebesgue_measure dbr:Discrete_random_variable dbr:Directional_statistics dbr:Measurable_function dbr:Wrapped_normal_distribution dbr:Closed_set dbr:Circular_mean dbr:Probability_axioms dbr:Calculus_of_variations dbr:Bernoulli_distribution dbr:Logarithmically_concave_function dbr:Variance dbr:Normal_distribution dbr:Euler-Mascheroni_constant dbr:Karush–Kuhn–Tucker_conditions dbr:Logarithm dbr:Lagrange_multiplier dbr:Probability_density_function dbr:Laplace_distribution dbr:Erlang_distribution dbr:Lagrange_multipliers dbr:Poisson_distribution dbr:Chi-squared_distribution dbr:Functional_derivative dbc:Discrete_distributions dbr:Gibbs_measure dbr:Von_Mises_distribution dbr:Average_absolute_deviation dbr:Binomial_distribution dbr:Gamma_distribution dbc:Types_of_probability_distributions dbr:Gamma_function dbr:Rayleigh_distribution dbr:Continuous_random_variable dbr:Digamma_function dbr:Uniform_distribution_(discrete) dbr:Maximal_Entropy_Random_Walk dbr:IEEE_Signal_Processing_Letters dbr:Differential_entropy dbr:Journal_of_Multivariate_Analysis dbr:Multivariate_normal_distribution dbr:Beta_distribution dbc:Continuous_distributions dbr:Moment_(mathematics) dbr:Deviation_risk_measure dbr:Maxwell–Boltzmann_distribution dbr:Cauchy_distribution dbr:Prior_probability dbr:Weibull_distribution dbr:Pareto_distribution dbr:Statistics dbr:Information_entropy
dbo:wikiPageExternalLink
n16:node14.html n16:book.html n19:Wiley_-_2006_-_Elements_of_Information_Theory_2nd_Ed.pdf%7Cpublisher=Wiley%7Cisbn=978-0471241959 n20:7849175
owl:sameAs
freebase:m.05yzx7 wikidata:Q6795892 yago-res:Maximum_entropy_probability_distribution n18:4rz1c
dbp:wikiPageUsesTemplate
dbt:Doi dbt:More_footnotes dbt:Math dbt:Reflist dbt:Refimprove dbt:Citation_needed dbt:Short_description dbt:ProbDistributions dbt:Mvar dbt:Further dbt:Notelist dbt:Cite_book dbt:Multiple_issues
dbo:abstract
In statistics and information theory, a maximum entropy probability distribution has entropy that is at least as great as that of all other members of a specified class of probability distributions. According to the principle of maximum entropy, if nothing is known about a distribution except that it belongs to a certain class (usually defined in terms of specified properties or measures), then the distribution with the largest entropy should be chosen as the least-informative default. The motivation is twofold: first, maximizing entropy minimizes the amount of prior information built into the distribution; second, many physical systems tend to move towards maximal entropy configurations over time.
prov:wasDerivedFrom
wikipedia-en:Maximum_entropy_probability_distribution?oldid=1119070348&ns=0
dbo:wikiPageLength
32699
foaf:isPrimaryTopicOf
wikipedia-en:Maximum_entropy_probability_distribution
Subject Item
dbr:Maxwell–Boltzmann_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Chi-squared_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Geometric_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Gamma_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Statistical_inference
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Log-normal_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Empirical_likelihood
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Student's_t-distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Maximum-entropy_Markov_model
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Maximum-entropy_random_graph_model
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Cauchy_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Galton_board
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Logarithmically_concave_function
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Logistic_regression
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Exponential_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Exponential_family
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Normal_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Hidden_Markov_model
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Taylor's_law
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:CMA-ES
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Maxent_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
dbo:wikiPageRedirects
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Maximum_entropy_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
dbo:wikiPageRedirects
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Maximum_uncertainty_probability_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
dbo:wikiPageRedirects
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Maximum_entropy
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
dbo:wikiPageDisambiguates
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Principle_of_maximum_entropy
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Sentiment_analysis
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Von_Mises_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Neural_coding
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:List_of_statistics_articles
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Gibbs_algorithm
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Scaled_inverse_chi-squared_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Molecular_paleontology
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Tsallis_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
dbr:Wrapped_exponential_distribution
dbo:wikiPageWikiLink
dbr:Maximum_entropy_probability_distribution
Subject Item
wikipedia-en:Maximum_entropy_probability_distribution
foaf:primaryTopic
dbr:Maximum_entropy_probability_distribution