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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

BCE - Bayesian Compositional Estimator. Estimating sample (taxonomic) composition from biomarker data. Biologists may know this method as "Chemtax".
Tags: Bayesian, Multivariate Regression, Multivariate Techniques, taxonomic diversity
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2008-04-15 06:56

Benchmarking genomic data integration - Comparison pipeline for multi-platform data integration algorithms for functional genomics studies. Provides tools to compare performance between publicly available implementations
Tags: Bioinformatics, CCA, Cancer, Copynumber, Machine Learning, Machine learning, Multivariate Regression, Normalization, R, R-Forge, Whole-genome, analytics, biostatistics, comparative analysis, comparison, data mining, dependence, gene expression, machine learning, microarray, multivariate

Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-02-02 00:51

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

Class Prediction - A suite of packages that can bu used for "class prediction" problems. Includes tools to standardize training-testing regimens and cross-validation schemes.
Tags: Bioinformatics, Gene expression, Genetic Algorithms, Machine Learning, Machine learning, Multivariate Regression, Self-Organizing Map, bioinformatics, classification, cross-validation, gene expression, genetic algorithms, machine learning, model, prediction, validation

Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-02-03 16:15

DirichletReg - Dirichlet Regression - This project implements Dirichlet regression models for the analysis of compositional data. Starting with the basic fit routines, new functions (model selection, graphics, etc.) will be added and tested here, before being submitted to CRAN.
Tags: Dirichlet Regression, Compositional Data, Multivariate Regression

Activity Percentile: 0
Activity Ranking: 0
Registered: 2010-09-26 14:19

High-Dimensional Metrics - This package provides the implementation of selected high-dimensional statistical and econometric methods which enable estimation and valid post-selection inference on treatment and structural parameters in a high-dimensional setting.
Tags: Treatment Effects, Causal effects, Machine Learning, Multivariate Regression, Structural Equation Modelling, Instrumental Variables, high dimentional data, lasso

Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-05-24 13:36

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
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Registered: 2013-04-18 16:20

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
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Registered: 2014-05-05 19:49

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
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Registered: 2012-11-24 18:15

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
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Registered: 2011-02-28 13:48

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: 2013-02-07 11:33

Y-Randomization - Implementation of y-randomization (also called y- scrambling or response randomization), a method said to be “probably the most powerful validation procedure”
Tags: Bioinformatics, Chemoinformatics, Multivariate Regression, RStudio
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-11-24 18:19

addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
Tags: Bayesian, Multivariate Regression, R, likelihood, marginal model

Activity Percentile: 0
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Registered: 2011-06-17 13:35

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
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Registered: 2014-10-29 16:43

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, R-Forge, biostatistics, bivariate, bivariate analysis, categorical, conditional inference, high dimentional data, missing, missing data, missing values, mixed model, mixture model, mixture modelling, multi, multi-dimensions, 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: 2013-10-16 19:04

immunoassay - The purpose of this project is to allow fine-tuning of sigmoidal models beyond the limits of instrument software; and to provide functions for batch processing of output files and creation of reports with nice graphics.
Tags: immunoassay, LaTeX, Multivariate Regression, Sweave, inverse gaussian, latex, nonlinear equations

Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-03-17 12:58

lassovar - Estimation and forecasting of multiple time series (VAR) using regularized estimators. Main focus on Lasso and variants.
Tags: Multivariate Regression, large data, model estimation, model selection, regularization
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-01-16 16:08

lm.br - Exact significance tests for a changepoint in linear or multiple linear regression. Confidence intervals and confidence regions with exact coverage probabilities for the changepoint.
Tags: changepoint, breakpoint, brokenline regression, change detection, linear models, nonlinear models, regression, structural break, thresholds, break detection, Regression, Multivariate Regression, multivariate, multivariate regression, multiple regression, Multivariate Analysis

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-02-25 20:29

missForest - The missForest package enables the user to perform straightforward missing value imputation on basically any kind of data. Additionally, the algorithm supplies the user with an out-of-bag imputation error estimate.
Tags: imputation, random forest, missing, missing data, missing values, missingness, out-of-bag, Bioinformatics, Classification, Multivariate Regression, Multivariate Techniques, R

Activity Percentile: 0
Activity Ranking: 0
Registered: 2011-05-18 08:28

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