Software Map
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8 projects in result set.
CoModes  CoModes focuses on the categorical data clustering. The function CoModescluster performs the model selection and the maximum likelihood estimation. CoModes also contains tools functions.  
Tags: Clustering, Gibbs sampling, Mixture, Multivariate Analysis, clustering, data mining, mixture model  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20131220 08:35 
Finite Mixure of AFT and FMR models  FMRS package provides estimation and variable selection in Finite Mixture of Accelerated Failure Time Regression (FMAFTR) and Finite Mixture of Regression (FMR) models with a large number of covariates and/or right censoring and heterogeneous structure.  
Tags: Bioinformatics, Biostatistics, C++, Cancer, Medical Science, Mixture, Next generation Sequencing, R, Regression, Statistics, lasso, model estimation, model selection, penalized regression, regularization, survival, tuning parameters, variable selection  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20160307 02:31 
LIHNPSD  A Poisson Subordinated Distribution to capture major leptokurtic features in logreturn time series of financial data.  
Tags: Finance, Mixture, distributions  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20140227 20:05 
MixCluster  MixCluster performs the cluster analysis of mixedtype data by using a mixture model of Gaussian copulas. Thus, the intraclass dependencies are modelized and the onedimensional margins of the components follow classical distributions.  
Tags: Bayesian, Clustering, Estimation, Gibbs sampling, Machine Learning, Machine learning, Mixture, Multivariate Analysis, PCA, Visualisation, Visualization, clustering, copula, data mining, density estimation, mixed model, mixture, mixture model, mixture modelling, model estimation  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20140811 14:03 
Mixed Tempered Stable Distribution  This package provides detailed functions for univariate Mixed Tempered Stable distribution distribution with Gamma mixing density. The package contains routine for mle estimation, for the computation of density, probability, quantile and random numbers  
Tags: Finance, Mixture, density estimation, finance, model selection  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20140721 14:47 
MvMix  Simulate large scale multivariate distributions, utilizing Gaussian Copula. Incorporate both commonly used marginals and userdefined marignals with efficient correlation matching algorithms and Monte Carlo approximation for complicated mixture case  
Tags: copulas, Monte Carlo, Spatial Statistics, Mixture, Multivariate  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20141206 20:40 
Thresher  Thresher is a comprehensive, statistical approach to class discovery combining PCA with hierarchical clustering. It can (1) identify outliers, (2) estimate the number of subgroups, and (3) automate the selection of metrics and linkage rules.  
Tags: Bioinformatics, Clustering, Mixture, PCA, bioinformatics, clustering, dimension reduction  

Activity Percentile: 23 Activity Ranking: 35 Registered: 20140508 14:18 
Twopiece distributions and applications  Density, distribution function, quantile function and random generation for the 3 and 4 parameter twopiece distributions with 3 parameterizations.  
Tags: Mixture, robust  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 57 Activity Ranking: 20 Registered: 20151022 20:41 