Matches in DBpedia 2015-10 for { <http://dbpedia.org/resource/Mixture_model> ?p ?o }
- Mixture_model abstract "In statistics, a mixture model is a probabilistic model for representing the presence of subpopulations within an overall population, without requiring that an observed data set should identify the sub-population to which an individual observation belongs. Formally a mixture model corresponds to the mixture distribution that represents the probability distribution of observations in the overall population. However, while problems associated with "mixture distributions" relate to deriving the properties of the overall population from those of the sub-populations, "mixture models" are used to make statistical inferences about the properties of the sub-populations given only observations on the pooled population, without sub-population identity information.Some ways of implementing mixture models involve steps that attribute postulated sub-population-identities to individual observations (or weights towards such sub-populations), in which case these can be regarded as types of unsupervised learning or clustering procedures. However not all inference procedures involve such steps.Mixture models should not be confused with models for compositional data, i.e., data whose components are constrained to sum to a constant value (1, 100%, etc.). However, compositional models can be thought of as mixture models, where members of the population are sampled at random. Conversely, mixture models can be thought of as compositional models, where the total size of the population has been normalized to 1.".
- Mixture_model wikiPageExternalLink abs_all.jsp?arnumber=1199538.
- Mixture_model wikiPageExternalLink project5.pdf.
- Mixture_model wikiPageExternalLink pg=842.
- Mixture_model wikiPageExternalLink abs_all.jsp?arnumber=365379.
- Mixture_model wikiPageExternalLink mixture.html.
- Mixture_model wikiPageExternalLink scikits.appspot.com.
- Mixture_model wikiPageExternalLink software.html.
- Mixture_model wikiPageExternalLink jMEF.
- Mixture_model wikiPageExternalLink SOCR_EduMaterials_Activities_2D_PointSegmentation_EM_Mixture.
- Mixture_model wikiPageExternalLink JBF2004.pdf.
- Mixture_model wikiPageExternalLink mixo.pdf.
- Mixture_model wikiPageExternalLink EM.m.
- Mixture_model wikiPageExternalLink Snob.html.
- Mixture_model wikiPageExternalLink mixturemodel.html.
- Mixture_model wikiPageExternalLink loadFile.do?objectId=18785&objectType=FILE.
- Mixture_model wikiPageExternalLink www.pymix.org.
- Mixture_model wikiPageExternalLink S0031320305004334.
- Mixture_model wikiPageExternalLink S0219024902001511.
- Mixture_model wikiPageExternalLink index.html.
- Mixture_model wikiPageExternalLink em4gmm.
- Mixture_model wikiPageID "871681".
- Mixture_model wikiPageLength "50187".
- Mixture_model wikiPageOutDegree "134".
- Mixture_model wikiPageRevisionID "681385639".
- Mixture_model wikiPageWikiLink Arithmetic_mean.
- Mixture_model wikiPageWikiLink Bayes_theorem.
- Mixture_model wikiPageWikiLink Bayesian_inference.
- Mixture_model wikiPageWikiLink Bayesian_network.
- Mixture_model wikiPageWikiLink Bernoulli_distribution.
- Mixture_model wikiPageWikiLink Binomial_distribution.
- Mixture_model wikiPageWikiLink Categorical_distribution.
- Mixture_model wikiPageWikiLink Category:Cluster_analysis.
- Mixture_model wikiPageWikiLink Category:Latent_variable_models.
- Mixture_model wikiPageWikiLink Category:Machine_learning.
- Mixture_model wikiPageWikiLink Category:Probabilistic_models.
- Mixture_model wikiPageWikiLink Category:Statistical_models.
- Mixture_model wikiPageWikiLink Christopher_Bishop.
- Mixture_model wikiPageWikiLink Christopher_M._Bishop.
- Mixture_model wikiPageWikiLink Cluster_analysis.
- Mixture_model wikiPageWikiLink Compositional_data.
- Mixture_model wikiPageWikiLink Concentration_parameter.
- Mixture_model wikiPageWikiLink Conjugate_prior.
- Mixture_model wikiPageWikiLink Convex_hull.
- Mixture_model wikiPageWikiLink Copula_(probability_theory).
- Mixture_model wikiPageWikiLink Copula_(statistics).
- Mixture_model wikiPageWikiLink Derivative_(finance).
- Mixture_model wikiPageWikiLink Dirichlet_distribution.
- Mixture_model wikiPageWikiLink Dynamical_consistency.
- Mixture_model wikiPageWikiLink Expectation-maximization_algorithm.
- Mixture_model wikiPageWikiLink Expectation_maximization.
- Mixture_model wikiPageWikiLink Expectation_value.
- Mixture_model wikiPageWikiLink Expectation–maximization_algorithm.
- Mixture_model wikiPageWikiLink Expected_value.
- Mixture_model wikiPageWikiLink Exponential_distribution.
- Mixture_model wikiPageWikiLink Exponential_growth.
- Mixture_model wikiPageWikiLink Financial_derivatives.
- Mixture_model wikiPageWikiLink Financial_economics.
- Mixture_model wikiPageWikiLink Flexible_Mixture_Model_(FMM).
- Mixture_model wikiPageWikiLink Gaussian_distribution.
- Mixture_model wikiPageWikiLink Gibbs_sampling.
- Mixture_model wikiPageWikiLink Graphical_model.
- Mixture_model wikiPageWikiLink Heavy-tailed_distribution.
- Mixture_model wikiPageWikiLink Hidden_Markov_model.
- Mixture_model wikiPageWikiLink Hierarchical_Bayes_model.
- Mixture_model wikiPageWikiLink Hyperparameter.
- Mixture_model wikiPageWikiLink Image_segmentation.
- Mixture_model wikiPageWikiLink Independent_and_identically_distributed_random_variables.
- Mixture_model wikiPageWikiLink Independent_identically_distributed.
- Mixture_model wikiPageWikiLink International_Conference_on_Acoustics,_Speech,_and_Signal_Processing.
- Mixture_model wikiPageWikiLink Iterative_algorithm.
- Mixture_model wikiPageWikiLink Iterative_method.
- Mixture_model wikiPageWikiLink Jump-diffusion_model.
- Mixture_model wikiPageWikiLink Jump_diffusion.
- Mixture_model wikiPageWikiLink K-means_clustering.
- Mixture_model wikiPageWikiLink Karl_Pearson.
- Mixture_model wikiPageWikiLink Kolmogorov–Smirnov.
- Mixture_model wikiPageWikiLink Kolmogorov–Smirnov_test.
- Mixture_model wikiPageWikiLink Latent_Dirichlet_allocation.
- Mixture_model wikiPageWikiLink Latent_variable.
- Mixture_model wikiPageWikiLink Linear_subspace.
- Mixture_model wikiPageWikiLink Local_volatility.
- Mixture_model wikiPageWikiLink Log-normal_distribution.
- Mixture_model wikiPageWikiLink Logarithmically_concave_function.
- Mixture_model wikiPageWikiLink Markov_chain.
- Mixture_model wikiPageWikiLink Mathematical_proof.
- Mixture_model wikiPageWikiLink Maximum_Likelihood.
- Mixture_model wikiPageWikiLink Maximum_likelihood.
- Mixture_model wikiPageWikiLink Mean.
- Mixture_model wikiPageWikiLink Measure_(mathematics).
- Mixture_model wikiPageWikiLink Minimum_Message_Length.
- Mixture_model wikiPageWikiLink Minimum_message_length.
- Mixture_model wikiPageWikiLink Mixture_(probability).
- Mixture_model wikiPageWikiLink Mixture_density.
- Mixture_model wikiPageWikiLink Mixture_distribution.
- Mixture_model wikiPageWikiLink Mode_(statistics).
- Mixture_model wikiPageWikiLink Multinomial_distribution.
- Mixture_model wikiPageWikiLink Multivariate_Gaussian_distribution.
- Mixture_model wikiPageWikiLink Multivariate_normal_distribution.
- Mixture_model wikiPageWikiLink Negative_binomial_distribution.