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26 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
Augmented Prediction and Variable Select - The project is be focused on the development of R wrappers for glmnet package in order to evaluate the added value of multiple predictors set to the predictive model. In addition the quality of variable selection would be evaluated.
Tags: Multivariate Analysis, Multivariate Regression, PCA, Prediction, R, Rcpp, group lasso, lasso, model selection, regularization, sparse group lasso
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-11-06 13:42

Chain graph models in R - Software for fitting (block recursive) chain graphs in R.
Tags: Graphical model, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, Variables Selection, data mining, machine learning, markov, model estimation, multivariate, multivariate regression, multivariate statistics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-06-26 07:16

Clustericat - This package performs clustering for categorical data-set by the conditional correlated mixture model. It contains a function clusteringcat() performing the clustering on categorical data-set and returns object of appropriate class.
Tags: Clustering, Gibbs sampling, Multivariate Analysis, clustering, mixture model

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-12-05 14:22

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: 2013-12-20 08:35

Extremal Dependence - Extremal Dependence package provides parametric and nonparametric statistical methods for modelling and estimating the dependence of extreme values
Tags: Multivariate Analysis, Multivariate Techniques, extreme value analysis, multivariate, non-parametrics, optimization
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-12-02 11:09

HTDA (High Throughput Data Analysis) - A generic platform for the analysis of high throughput transcriptomics, proteomics and metabolomics data.
Tags: Bioinformatics, Differential expression analysis, Multivariate Analysis, Next generation Sequencing, RNA-seq
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-06-28 11:59

Layered and chained mixture models - Layered and chained mixture models for various univariate and multivariate distributions.
Tags: Bioinformatics, Classification, Clustering, Fuzzy Sets, Graphical model, Machine Learning, Machine learning, Multivariate Analysis, Multivariate Techniques, Whole-genome, classification, clustering, copula, machine learning, mixed model, multivariate statistics, parametric model, mixture model

Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-05-10 07:45

MPAgenomics - This package contains an implementation of the lars algorithm for the lasso and fusion penalization. It works even if the number of covariate is greater than the number of individuals.
Tags: lasso, lars, sparse linear model, C++, genomic, Bioinformatics, Multivariate Analysis, Multivariate Regression, high dimentional data, low sample size high dimensional data, penalized regression

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-04-18 16:20

MixCluster - MixCluster performs the cluster analysis of mixed-type data by using a mixture model of Gaussian copulas. Thus, the intra-class dependencies are modelized and the one-dimensional 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: 2014-08-11 14:03

NullSens - Partitioning Abiotic and Biotic Contributions to Community Variation
Tags: Ecology, Multivariate Analysis, Multivariate Regression, bioinformatics, community ecology, community null model, ecological Inference, ecological models, ecology, linear models, model estimation, model performance, molecular ecology, multivariate regression, nonparametric, null model, parametric model, permutation tests, prediction, regression, robust statistics, simulations, spatial regression, spatio-temporal statistics, species abundance model, species distributions, statistical inference, variance partitioning
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-05-05 19:49

OOMPA - OOMPA is a suite of R packages for the analysis of gene expression (RNA), proteomics profiling , and other high throughput molecular biology data. OOMPA uses S4 classes to construct object-oriented tools with a consistent user interface.
Tags: Bioinformatics, Clustering, Differential expression analysis, Gene expression, Multiple Comparisons, Multivariate Analysis, bioinformatics, clustering, false discovery rate, gene expression, high dimentional data, microarray, multivariate, permutation tests

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-08-29 17:48

Open TFDEA (Tech Forecast DEA) - Open TFDEA (Technology Forecasting Data Envelopment Analysis). Analyzes technology data to predict future technology performance and ROC (rate of change).
Tags: Multivariate Analysis, Multivariate Techniques, Economics
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-04-02 19:10

PsychoR - PsychoR is a collection of various "psychometric" techniques in R: models of the Gifi-family (homals), multidimensional scaling (smacof), correspondence analysis (anacor), monotone regression (pava), aspects, exponential geometric models, etc.
Tags: Psychometrics, Exploratory Data Analysis, CA, CCA, Multidimensional Scaling, Multivariate Analysis
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 70
Activity Ranking: 14
Registered: 2007-10-09 23:28

QSAR metrics - Implementation of the classical metrics for QSAR like Q2 and R2 pred (Q2 external) and set of novel rm2 metrics to be applied in differentiating the “good” (predictive) models from the “bad” (low predictive).
Tags: Bioinformatics, Chemoinformatics, Multivariate Analysis, Multivariate Regression
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-11-24 18:15

STOPS - Methods that fit nonlinear distance transformations in multidimensional scaling and trade-off the fit with structure considerations to find optimal parameters.
Tags: Clustering, Multidimensional Scaling, Multivariate Analysis, Multivariate Techniques, data mining, multidimensional scaling, multivariate, multivariate statistics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-02-12 00:09

Sparse group lasso [MOVED TO GITHUB] - Algorithms for solving sparse group lasso optimization problems. [MOVED TO GITHUB] https://github.com/vincent-dk
Tags: sparse group lasso, group lasso, lasso, Bioinformatics, Biostatistics, Classification, Machine Learning, Multivariate Analysis, Multivariate Regression

Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-02-28 13:48

The MDSGUI - The MDSGUI is a graphical user interface (GUI) for performing Multidimensional Scaling applications and interactively analysing the results all within the GUI environment. Features include MDS plots, Shepard plots and animated optimisation.
Tags: Multidimensional Scaling, Graphical User Interface, Multivariate Analysis
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-11-15 06:50

candisc: Canonical discriminant analysis - The candisc package provides computational methods for generalized canonical discriminant analysis and low-dimensional visualization via the related heplots package.
Tags: Multivariate Analysis, Visualization, visualization

Activity Percentile: 19
Activity Ranking: 36
Registered: 2008-11-01 19:22

concurrence topology - Concurrence topology is a method for analyzing the dependence structure in multivariate binary data. It is particularly well suited for describing high-order dependence.
Tags: Multivariate Analysis, categorical, fMRI, high dimentional data, low sample size high dimensional data, multivariate, multivariate statistics, non-parametrics, nonparametric, time series
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-02-20 19:07

cusp - Package for applying Cobb's maximum likelihood method to fitting cusp catastrophe models to data. The package was published in the Journal of Statistical Software [see www.jstatsoft.org/v32/i08/paper].
Tags: cusp bifurcation, Ecology, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, R, Regression, biostatistics, community ecology, fold bifurcation, hysteresis, model estimation, multivariate, multivariate regression, multivariate statistics, nonlinear equations, nonlinear models, political analysis, political science, psychology, psychometrics, regression, catastrophic shifts, critical transitions, dynamic systems, ecology, regime shifts

Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-10-29 16:43

26 projects in result set. Displaying 20 projects per page. Projects sorted by alphabetical order.
<1> <2>
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