Last data update: 2014.03.03
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SMO (statistical methods ontology)
Results 1 - 10 of 27 found.
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Images
Map,flowClust-method
(Package: flowClust ) :
Cluster Assignment Based on Clustering Results
This method performs cluster assignment according to the posterior probabilities of clustering memberships resulted from the clustering (filtering) operations. Outliers identified will be left unassigned by default.
● Data Source:
BioConductor
● Keywords: cluster
● Alias: Map, Map,flowClust-method, Map,flowClustList-method, Map.flowClust
●
0 images
SimulateMixture
(Package: flowClust ) :
Random Generation from a t Mixture Model with Box-Cox Transformation
This function can be used to generate a sample from a multivariate t mixture model with Box-Cox transformation.
● Data Source:
BioConductor
● Keywords: datagen
● Alias: SimulateMixture
●
0 images
This method returns a subset of data upon the removal of outliers identified from the clustering (filtering) operations.
● Data Source:
BioConductor
● Keywords: manip
● Alias: Subset, Subset,ANY,flowClustList-method, Subset,data.frame,flowClust-method, Subset,flowClust-method, Subset,flowFrame,flowClust-method, Subset,flowFrame,tmixFilterResult-method, Subset,flowFrame,tmixFilterResultList-method, Subset,matrix,flowClust-method, Subset,vector,flowClust-method, Subset.flowClust, Subset.flowFrame, Subset.flowFrame.tmixFilterResult, Subset.tmixFilterResult
●
0 images
box
(Package: flowClust ) :
Box-Cox Transformation
This function performs Box-Cox transformation on the inputted data matrix.
● Data Source:
BioConductor
● Keywords: math
● Alias: box
●
0 images
density,flowClust-method
(Package: flowClust ) :
Grid of Density Values for the Fitted t Mixture Model with Box-Cox Transformation
This method constructs the flowDens
object which is used to generate a contour or image plot.
● Data Source:
BioConductor
● Keywords: graphs
● Alias: density,flowClust-method, density,flowClustList-method, density-method, density.flowClust, flowDens-class
●
0 images
dmvt
(Package: flowClust ) :
Density of the Multivariate t Distribution with Box-Cox Tranformation
This function computes the densities at the inputted points of the multivariate t distribution with Box-Cox transformation.
● Data Source:
BioConductor
● Keywords: distribution
● Alias: dmvt
●
0 images
dmvtmix
(Package: flowClust ) :
Density of the Multivariate t Mixture Distribution with Box-Cox Tranformation
This function computes the densities at the inputted points of the multivariate t mixture distribution with Box-Cox transformation.
● Data Source:
BioConductor
● Keywords: distribution
● Alias: dmvtmix
●
0 images
Internal functions not intended to be called directly by users.
● Data Source:
BioConductor
● Keywords: internal
● Alias: .ellipsePoints, coerce,flowClust,filterResult-method, coerce,flowClust,logical-method, coerce,flowClust,tmixFilterResult-method, coerce,flowClustList,filterResult-method, coerce,flowClustList,flowClust-method, coerce,flowClustList,logical-method, coerce,flowClustList,tmixFilterResult-method, coerce,tmixFilterResult,logical-method, coerce,tmixFilterResultList,logical-method, coerce,tmixFilterResultList,tmixFilterResult-method, length,tmixFilterResultList-method
●
0 images
Robust model-based clustering using a t mixture model with Box-Cox transformation.
● Data Source:
BioConductor
● Keywords: package
● Alias: flowClust-package
●
0 images
flowClust
(Package: flowClust ) :
Robust Model-based Clustering for Flow Cytometry
This function performs automated clustering for identifying cell populations in flow cytometry data. The approach is based on the t mixture model with the Box-Cox transformation, which provides a unified framework to handle outlier identification and data transformation simultaneously.
● Data Source:
BioConductor
● Keywords: cluster, models
● Alias: [,flowFrame,flowClust,ANY,ANY-method, [,flowFrame,flowClust-method, [,flowFrame,flowClustList,ANY,ANY-method, [,flowFrame,flowClustList-method, %in%,ANY,flowClust-method, %in%,ANY,flowClustList-method, flowClust, flowClust-class, flowClustList, flowClustList-class
●
7 images