Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Model_selection> ?p ?o }
- Model_selection abstract "Model selection is the task of selecting a statistical model from a set of candidate models, given data. In the simplest cases, a pre-existing set of data is considered. However, the task can also involve the design of experiments such that the data collected is well-suited to the problem of model selection. Given candidate models of similar predictive or explanatory power, the simplest model is most likely to be the best choice.Konishi & Kitagawa (2008, p. 75) state, "The majority of the problems in statistical inference can be considered to be problems related to statistical modeling". Relatedly, Sir David Cox (2006, p. 197) has said, "How [the] translation from subject-matter problem to statistical model is done is often the most critical part of an analysis".".
- Model_selection thumbnail ObservationCycle.png?width=300.
- Model_selection wikiPageExternalLink Chamberlin-MWH.pdf.
- Model_selection wikiPageExternalLink 2012_wit_et_al_-_all_models_are_wrong.pdf.
- Model_selection wikiPageID "3664073".
- Model_selection wikiPageLength "7995".
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- Model_selection wikiPageRevisionID "674333522".
- Model_selection wikiPageWikiLink Akaike_information_criterion.
- Model_selection wikiPageWikiLink Algorithmic_information_theory.
- Model_selection wikiPageWikiLink All_models_are_wrong.
- Model_selection wikiPageWikiLink Aristotelian_physics.
- Model_selection wikiPageWikiLink Aristotelian_theory_of_gravity.
- Model_selection wikiPageWikiLink Bayes_factor.
- Model_selection wikiPageWikiLink Bayesian_information_criterion.
- Model_selection wikiPageWikiLink Bias-variance_dilemma.
- Model_selection wikiPageWikiLink Bias_of_an_estimator.
- Model_selection wikiPageWikiLink Bias–variance_tradeoff.
- Model_selection wikiPageWikiLink CRC_Press.
- Model_selection wikiPageWikiLink Category:Model_selection.
- Model_selection wikiPageWikiLink Category:Regression_variable_selection.
- Model_selection wikiPageWikiLink Category:Statistical_models.
- Model_selection wikiPageWikiLink Category:Statistical_theory.
- Model_selection wikiPageWikiLink Chi-squared_test.
- Model_selection wikiPageWikiLink Cross-validation_(statistics).
- Model_selection wikiPageWikiLink Curve_fitting.
- Model_selection wikiPageWikiLink Data_collection.
- Model_selection wikiPageWikiLink David_Cox_(statistician).
- Model_selection wikiPageWikiLink Design_of_experiments.
- Model_selection wikiPageWikiLink Deviance_information_criterion.
- Model_selection wikiPageWikiLink Ecology_(journal).
- Model_selection wikiPageWikiLink Efficiency_(statistics).
- Model_selection wikiPageWikiLink Estimator.
- Model_selection wikiPageWikiLink Exploratory_data_analysis.
- Model_selection wikiPageWikiLink False_discovery_rate.
- Model_selection wikiPageWikiLink Focused_information_criterion.
- Model_selection wikiPageWikiLink Freedmans_paradox.
- Model_selection wikiPageWikiLink Galileo.
- Model_selection wikiPageWikiLink Galileo_Galilei.
- Model_selection wikiPageWikiLink Goodness_of_fit.
- Model_selection wikiPageWikiLink Grid_search.
- Model_selection wikiPageWikiLink Hyperparameter_optimization.
- Model_selection wikiPageWikiLink I.i.d..
- Model_selection wikiPageWikiLink Independent_and_identically_distributed_random_variables.
- Model_selection wikiPageWikiLink Institute_of_Mathematical_Statistics.
- Model_selection wikiPageWikiLink Journal_of_Applied_Ecology.
- Model_selection wikiPageWikiLink Likelihood-ratio_test.
- Model_selection wikiPageWikiLink Log-linear_analysis.
- Model_selection wikiPageWikiLink Machine_learning.
- Model_selection wikiPageWikiLink Mallowss_Cp.
- Model_selection wikiPageWikiLink Minimum_description_length.
- Model_selection wikiPageWikiLink Minimum_message_length.
- Model_selection wikiPageWikiLink Occams_razor.
- Model_selection wikiPageWikiLink Optimal_design.
- Model_selection wikiPageWikiLink Parameter_identification_problem.
- Model_selection wikiPageWikiLink Polynomial.
- Model_selection wikiPageWikiLink Regression_model_validation.
- Model_selection wikiPageWikiLink Regression_validation.
- Model_selection wikiPageWikiLink Science_(journal).
- Model_selection wikiPageWikiLink Scientific_method.
- Model_selection wikiPageWikiLink Scientific_modelling.
- Model_selection wikiPageWikiLink Statistical_Science.
- Model_selection wikiPageWikiLink Statistical_model.
- Model_selection wikiPageWikiLink Statistical_parameter.
- Model_selection wikiPageWikiLink Statistical_parameters.
- Model_selection wikiPageWikiLink Steins_example.
- Model_selection wikiPageWikiLink Stepwise_regression.
- Model_selection wikiPageWikiLink Structural_Risk_Minimization.
- Model_selection wikiPageWikiLink Structural_risk_minimization.
- Model_selection wikiPageWikiLink Variance.
- Model_selection wikiPageWikiLink File:ObservationCycle.png.
- Model_selection wikiPageWikiLinkText "Model evaluation and testing".
- Model_selection wikiPageWikiLinkText "Model selection".
- Model_selection wikiPageWikiLinkText "choose a model".
- Model_selection wikiPageWikiLinkText "comparing statistical models".
- Model_selection wikiPageWikiLinkText "model selection".
- Model_selection wikiPageWikiLinkText "model-selection".
- Model_selection wikiPageWikiLinkText "select".
- Model_selection wikiPageWikiLinkText "selecting".
- Model_selection wikiPageWikiLinkText "statistical model selection".
- Model_selection wikiPageWikiLinkText "term selection".
- Model_selection hasPhotoCollection Model_selection.
- Model_selection wikiPageUsesTemplate Template:Citation.
- Model_selection wikiPageUsesTemplate Template:Cite_journal.
- Model_selection wikiPageUsesTemplate Template:Div_col.
- Model_selection wikiPageUsesTemplate Template:Div_col_end.
- Model_selection wikiPageUsesTemplate Template:Doi.
- Model_selection wikiPageUsesTemplate Template:For.
- Model_selection wikiPageUsesTemplate Template:Least_Squares_and_Regression_Analysis.
- Model_selection wikiPageUsesTemplate Template:Prose.
- Model_selection wikiPageUsesTemplate Template:Refimprove.
- Model_selection wikiPageUsesTemplate Template:Reflist.
- Model_selection wikiPageUsesTemplate Template:Statistics.
- Model_selection subject Category:Model_selection.
- Model_selection subject Category:Regression_variable_selection.
- Model_selection subject Category:Statistical_models.
- Model_selection subject Category:Statistical_theory.
- Model_selection hypernym Task.
- Model_selection type Agent.
- Model_selection type Article.