Software Map
Tag cloud  Project Tree  Project List
ANOVA Bayesian Bioinformatics Bioinformatics & Biostatistics Biostatistics C++ Cancer Chemoinformatics Classification Clustering Copynumber DNA Ecology Economics Finance GUI Genetic Algorithms Genetics HTML Machine Learning Machine learning Mixture Multiple Comparisons Multivariate Analysis Multivariate Regression Multivariate Techniques Next generation Sequencing ODE Phylogeny R RForge Rcmdr Regression SNP Statistics Time series Visualization Wholegenome bioinformatics biostatistics break detection categorical change detection classification clustering community ecology data mining database datasets dissimilarity distance distributions diversity dynamic systems ecological models ecology econometrics economics epidemiology finance gene expression generalized linear models genetics graphics high dimentional data likelihood linear models machine learning microarray missing data missing values mixed effect models mixed model model comparison model estimation model selection movement multivariate multivariate regression multivariate statistics nonparametrics nonlinear models nonparametric optimization parametric model permutation tests phylogeny plotting political analysis prediction psychology raster regression remote sensing reporting robust robust statistics simulation soil spatial spatial autocorrelation spatial classes spatial data spatial methods spatial point patterns spatial regression spatiotemporal species distribution models survival teaching text mining time series visualization
14 projects in result set.
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: 20150626 07:16 
DepthProc  The Depth induced statistical Procedures (DepthProc) project consist of a set of statistical procedures based on so called statistical depth functions. The project involves free available R package and its description.  
Tags: statistical depth function, robust, statistical procedure, multivariate statistics, multivariate, regression, robust statistics  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20121108 15:50 
Fast kernel changepoint procedure  This package implements the Kernseg procedure described in the paper "New efficient algorithms for multiple changepoint detection with kernels (A. Celisse, G. Marot, M. PierreJean, G. Rigaill) available at https://arxiv.org/abs/1710.04556  
Tags: reproducing kernel, Bioinformatics & Biostatistics, Biostatistics, CNV, Copy number variant, Copynumber, Statistics, Time series, bioinformatics, biostatistics, break detection, breakpoint, change detection, change point, changepoint, dynamic programming, machine learning, model selection, multivariate analysis, multivariate statistics, nonparametric, segmentation, time series  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 4 Activity Ranking: 44 Registered: 20171218 14:11 
FastPCS  This is a package to compute the FastPCS outlyingness index  
Tags: multivariate statistics, outlier detection  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20130108 10:32 
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, Wholegenome, classification, clustering, copula, machine learning, mixed model, multivariate statistics, parametric model, mixture model  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20110510 07:45 
Multiv. Outlier Detection and Imputation  Multivariate outlier detection and imputation in incomplete survey data. Included algorithms are BACONEEM, Transformed Rank Correlations, ERalgorithm, GIMCD, Epidemic Algorithm (detection and imputation), Winsorized Imputation, POEM.  
Tags: missing values, multivariate statistics, robust statistics, survey  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20130704 09:41 
Provenance  Easy visualisation and analysis of sediment provenance proxy data as used in the Earth Sciences. Provides plotting functions for KDEs, MDS and 3way MDS maps using the popular ggplot2 package, allowing multiproxy sample comparisons.  
Tags: earth sciences, MDS, multivariate statistics, KDE  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20140602 13:15 
STOPS  Methods that fit nonlinear distance transformations in multidimensional scaling and tradeoff 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: 58 Activity Ranking: 20 Registered: 20150212 00:09 
UMB statistics  Text book statistics and R Commander plugins and other useful packages developed by the statitics group at the Norwegian University of Life Sciences.  
Tags: Multivariate Regression, Rcmdr, Regression, Visualization, classification, clustering, mixed effect models, multivariate statistics, teaching  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20130207 11:33 
concurrence topology  Concurrence topology is a method for analyzing the dependence structure in multivariate binary data. It is particularly well suited for describing highorder dependence.  
Tags: Multivariate Analysis, categorical, fMRI, high dimentional data, low sample size high dimensional data, multivariate, multivariate statistics, nonparametrics, nonparametric, time series  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20130220 19:07 
flip: Multivariate Permutation Tests  A collection of Univariate and multivariate (i.e. overall and multiplicity control) permutation and rotation tests. dev page at https://github.com/livioivil/flip  
Tags: ANOVA, Multiple Comparisons, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, R, RForge, biostatistics, bivariate, bivariate analysis, categorical, conditional inference, high dimentional data, missing, missing data, missing values, mixed model, mixture model, mixture modelling, multi, multidimensions, multivariate, multivariate regression, multivariate statistics, nonparametric, nonparametric anova, permutation test, permutation tests, statistical inference  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20131016 19:04 
kOO kspatial cooccurrence analysis  The project aims at building an R package to implement and develop a published methodology analysing data from order k (k>=2) cooccurrences of events for spatial analysis of multivariate marked processes (point and areal).  
Tags: entropy, higher order moments, Clustering, Multivariate Techniques, geography, independence, multivariate, pattern mining, spatial, spatial data, spatial methods, spatial point patterns, spatiotemporal, spatiotemporal point patterns, data mining, dependence, disease mapping, multivariate statistics, population dynamics  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20120608 08:56 
pcurve: principal curves  Package pcurve fits principal curves in high dimensions. It can be thought of as a nonlinear form of PCA. pcurve is an R port of Glenn De'aths pcurve library for SPlus.  
Tags: principal curves, ordination, Ecology, Machine Learning, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, community ecology, constrained ordination, ecological models, ecology, environmetrics, machine learning, multivariate, multivariate regression, multivariate smoothing, multivariate statistics  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20130530 16:42 