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11 projects in result set.
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

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: 2009-09-29 14:02

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: 2016-03-07 02:31

MAMI - MAMI: An R-package which performs model selection/averaging on multiply imputed datasets and combines the resulting estimates. The package also provides access to less frequently used model averaging techniques and offers integrated bootstrap estimation.
Tags: imputation, missing data, model averaging, model selection, multiple imputation
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-11-02 12:40

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: 2014-07-21 14:47

MuMIn - multi-model 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

Activity Percentile: 0
Activity Ranking: 0
Registered: 2009-01-30 14:25

Non-linear models in agriculture - This project is an R package to support a publication related to non-linear regression models in agriculture. The package contains some new selfStarter functions, data and documentation.
Tags: Regression, model selection, nonlinear models
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-02-14 22:34

VineCopula - This package provides functions for statistical inference of vine copulas. It contains tools for bivariate exploratory data analysis, bivariate copula selection, vine model selection, sampling and plotting.
Tags: bivariate copula, multivariate copula, R-vine, statistical inference, model selection
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-03-07 16:24

Yuima Project - The project for simulation and inference of multidimensional stochastic differential equations.
Tags: finance, stochastic processes, stochastic differential equation, estimation, time series, model selection, change point, Bayesian, Finance, MCMC, Monte Carlo, Statistics, change detection, changepoint, dynamic systems, inference, likelihood, option, option pricing, simulation, simulations, statistical inference, statistics, stochastic, stochastic differential equations

Activity Percentile: 35
Activity Ranking: 35
Registered: 2009-09-28 11:24

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

modEvA - modEvA is an R package for species distribution model evaluation and analysis.
Tags: model performance, model evaluation, Ecological niche modeling, GLM, Multivariate Analysis, Multivariate Regression, Multivariate Techniques, agreement, bivariate analysis, calibration, ecological Inference, ecological models, false discovery rate, generalized linear models, logistic, model, model comparison, model estimation, model selection, multivariate, multivariate regression, optimization, positive predictive value, sensitivity, species distribution models, specificity, variance partitioning

Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-04-04 11:51

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