Poisson Mixture Model

GPTKB entity

Statements (22)
Predicate Object
gptkbp:instanceOf statistical analysis
gptkbp:application Genomics
Document Clustering
Count Data Modeling
gptkbp:assumes Data are counts
Observations are generated from a mixture of Poisson distributions
gptkbp:componentDistribution Poisson Distribution
gptkbp:field gptkb:Data_Science
gptkb:Bioinformatics
gptkb:Natural_Language_Processing
Statistics
https://www.w3.org/2000/01/rdf-schema#label Poisson Mixture Model
gptkbp:inferenceMethod gptkb:Expectation-Maximization_Algorithm
gptkbp:parameter Mixing Proportion
Poisson Rate Parameter
gptkbp:relatedTo gptkb:Gaussian_Mixture_Model
gptkb:Latent_Variable_Model
gptkbp:usedIn gptkb:Machine_Learning
Clustering
Density Estimation
gptkbp:bfsParent gptkb:Finite_Mixture_Models
gptkbp:bfsLayer 8