Software Map
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8 projects in result set.
Bayes factors  R functions for the computation of Bayes factors in common psychological experimental designs  
Tags: ANOVA, Bayesian, linear models, marginal likelihood, mixed effect models, model comparison, model estimation, model selection, regression  

Activity Percentile: 0 Activity Ranking: 0 Registered: 20090929 14:02 
Bayesian Model for Rare Variant analysis  BMRV is an R package that can be readily applied to rare variant (RV) association analysis for various traits (continuous, binary and ordinal), designs (independent, family and twin) and genotype data (sequence and imputated).  
Tags: Bayesian, Biostatistics, Genetics, Gibbs sampling, Sequence analysis, genetic interaction, genetics, linear models, mixed effect models  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20151211 21:50 
Collinearity detection and treatment  We have detected deficits regarding to the incorrect treatment of qualitative variables and the intercept in the detection and treatment of multicollinearity in a MLR model. The objective is to correct these deficits.  
Tags: Multivariate Regression, Statistics, econometrics, linear models  
This project has not yet categorized itself in the Trove Software Map  Activity Percentile: 0 Activity Ranking: 0 Registered: 20190225 11:42 
Matrix Methods and Classes  R package Matrix provides a hierarchy of matrix classes, both dense & sparse. Numerous methods & operations on these matrices using BLAS & Lapack; further CHOLMOD and other libraries from the SuiteSparse collection.  
Tags: Class Hierarchy, Factorization, Linear Algebra, Numeric Computation, R, linear mixed effects, linear models, matrix manipulation, sparse linear model  

Activity Percentile: 48 Activity Ranking: 17 Registered: 20070817 17:30 
MuMIn  multimodel inference  This package contains functions for model selection and model averaging based on information criteria (AICc, AIC or alike).  
Tags: model selection, model averaging, linear models, generalized linear models, GLM, R, R package, Statistics, linear mixed effects  

Activity Percentile: 77 Activity Ranking: 8 Registered: 20090130 14:25 
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, spatiotemporal 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: 20140505 19:49 
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: 20130225 20:29 
robustbase  Basic Robust Statistics  R package for "Essential" Robust Statistics: Tools for data analysis with robust methods; incl. regression & multivariate stats; targeting to cover "Robust Statistics, Theory and Methods" by Maronna, Martin and Yohai; 2006.  
Tags: robust statistics, regression, generalized linear models, multivariate, Multivariate Analysis, Regression, Reliability, linear models, nonlinear models, outlier detection  

Activity Percentile: 35 Activity Ranking: 21 Registered: 20070817 15:17 