Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Restricted_maximum_likelihood> ?p ?o }
Showing triples 1 to 54 of
54
with 100 triples per page.
- Restricted_maximum_likelihood abstract "In statistic, the restricted (or residual, or reduced) maximum likelihood (REML) approach is a particular form of maximum likelihood estimation which does not base estimates on a maximum likelihood fit of all the information, but instead uses a likelihood function calculated from a transformed set of data, so that nuisance parameters have no effect.In the case of variance component estimation, the original data set is replaced by a set of contrasts calculated from the data, and the likelihood function is calculated from the probability distribution of these contrasts, according to the model for the complete data set. In particular, REML is used as a method for fitting linear mixed models. In contrast to the earlier maximum likelihood estimation, REML can produce unbiased estimates of variance and covariance parameters.The idea underlying REML estimation was put forward by M. S. Bartlett in 1937. The first description of the approach applied to estimating components of variance in unbalanced data was by Desmond Patterson and Robin Thompson of the University of Edinburgh, although they did not use the term REML. A review of the early literature was given by Harville.REML estimation is available in a number of general-purpose statistical software packages, including Genstat (the REML directive), SAS (the MIXED procedure), SPSS (the MIXED command), Stata (the mixed command), JMP (statistical software), and R (the lme4 and older nlme packages),as well as in more specialist packages such as MLwiN, HLM, ASReml, Statistical Parametric Mapping and CropStat.".
- Restricted_maximum_likelihood wikiPageExternalLink cropstat.asp.
- Restricted_maximum_likelihood wikiPageExternalLink index.html.
- Restricted_maximum_likelihood wikiPageExternalLink index.html.
- Restricted_maximum_likelihood wikiPageID "15211981".
- Restricted_maximum_likelihood wikiPageLength "3609".
- Restricted_maximum_likelihood wikiPageOutDegree "26".
- Restricted_maximum_likelihood wikiPageRevisionID "682545290".
- Restricted_maximum_likelihood wikiPageWikiLink ASReml.
- Restricted_maximum_likelihood wikiPageWikiLink Bias.
- Restricted_maximum_likelihood wikiPageWikiLink Category:Estimation_theory.
- Restricted_maximum_likelihood wikiPageWikiLink Category:Statistical_theory.
- Restricted_maximum_likelihood wikiPageWikiLink Contrast_(statistics).
- Restricted_maximum_likelihood wikiPageWikiLink Desmond_Patterson.
- Restricted_maximum_likelihood wikiPageWikiLink GenStat.
- Restricted_maximum_likelihood wikiPageWikiLink Genstat.
- Restricted_maximum_likelihood wikiPageWikiLink HLM.
- Restricted_maximum_likelihood wikiPageWikiLink JMP_(statistical_software).
- Restricted_maximum_likelihood wikiPageWikiLink Likelihood_function.
- Restricted_maximum_likelihood wikiPageWikiLink List_of_statistical_packages.
- Restricted_maximum_likelihood wikiPageWikiLink M._S._Bartlett.
- Restricted_maximum_likelihood wikiPageWikiLink MLwiN.
- Restricted_maximum_likelihood wikiPageWikiLink Maximum_likelihood.
- Restricted_maximum_likelihood wikiPageWikiLink Mixed_model.
- Restricted_maximum_likelihood wikiPageWikiLink Nuisance_parameter.
- Restricted_maximum_likelihood wikiPageWikiLink R_(programming_language).
- Restricted_maximum_likelihood wikiPageWikiLink Random_effects_model.
- Restricted_maximum_likelihood wikiPageWikiLink Robin_Thompson_(statistician).
- Restricted_maximum_likelihood wikiPageWikiLink SAS_(software).
- Restricted_maximum_likelihood wikiPageWikiLink SPSS.
- Restricted_maximum_likelihood wikiPageWikiLink Stata.
- Restricted_maximum_likelihood wikiPageWikiLink Statistic.
- Restricted_maximum_likelihood wikiPageWikiLink Statistical_Parametric_Mapping.
- Restricted_maximum_likelihood wikiPageWikiLink Statistical_parametric_mapping.
- Restricted_maximum_likelihood wikiPageWikiLink Statistical_software.
- Restricted_maximum_likelihood wikiPageWikiLink Unbiased.
- Restricted_maximum_likelihood wikiPageWikiLink University_of_Edinburgh.
- Restricted_maximum_likelihood wikiPageWikiLink Variance_component.
- Restricted_maximum_likelihood wikiPageWikiLinkText "Restricted maximum likelihood".
- Restricted_maximum_likelihood wikiPageWikiLinkText "restricted maximum likelihood".
- Restricted_maximum_likelihood hasPhotoCollection Restricted_maximum_likelihood.
- Restricted_maximum_likelihood wikiPageUsesTemplate Template:Reflist.
- Restricted_maximum_likelihood wikiPageUsesTemplate Template:Statistics-stub.
- Restricted_maximum_likelihood subject Category:Estimation_theory.
- Restricted_maximum_likelihood subject Category:Statistical_theory.
- Restricted_maximum_likelihood hypernym Form.
- Restricted_maximum_likelihood type Theory.
- Restricted_maximum_likelihood comment "In statistic, the restricted (or residual, or reduced) maximum likelihood (REML) approach is a particular form of maximum likelihood estimation which does not base estimates on a maximum likelihood fit of all the information, but instead uses a likelihood function calculated from a transformed set of data, so that nuisance parameters have no effect.In the case of variance component estimation, the original data set is replaced by a set of contrasts calculated from the data, and the likelihood function is calculated from the probability distribution of these contrasts, according to the model for the complete data set. ".
- Restricted_maximum_likelihood label "Restricted maximum likelihood".
- Restricted_maximum_likelihood sameAs m.03hl_w4.
- Restricted_maximum_likelihood sameAs Q7316301.
- Restricted_maximum_likelihood sameAs Q7316301.
- Restricted_maximum_likelihood wasDerivedFrom Restricted_maximum_likelihood?oldid=682545290.
- Restricted_maximum_likelihood isPrimaryTopicOf Restricted_maximum_likelihood.