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Topic > Multivariate Statistics > Linear Models

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11 projects in result set.

0. glmmADMB - Generalized linear mixed models using AD Model Builder. Fits mixed-effects models to count data using Poisson or negative binomial response distributions.
Development Status : 4 - Beta [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : BSD License [Filter] Topic : Multivariate Statistics : Linear Models [Filter] Topic : Regression Models [Filter]	Activity Percentile: 0.00 Registered: 2010-07-28 11:38

1. Hierarchical Generalized Linear Models - The aim of the project is to develop a series of packages, including the hglm package, which implement the estimation algorithm of different random effects models based on the hierarchical likelihood theory.

Development Status : 4 - Beta [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft : Windows [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : R [Filter]
Topic : Genetics : QTL Mapping [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]
Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]

Activity Percentile: 0.00

Registered: 2009-10-02 07:07

2. yags: modular GEE solver - yags is a modular solver for generalized estimating equations.

Development Status : 3 - Alpha [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : MacOS [Filter]
Operating System : Microsoft : Windows [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Biostatistics & Medical Statistics [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]
Topic : Robust Statistics [Filter]

Activity Percentile: 0.00

Registered: 2009-01-04 12:17

3. lsmeans - Calculate adjusted means and standard errors for main factors and interaction terms of lm, gls, lme and lme4 models.

Development Status : 5 - Production/Stable [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : Public Domain [Filter]
Natural Language : English [Filter]
Operating System : Microsoft : Windows : Windows NT/2000/XP [Filter]
Operating System : Microsoft : Windows : Windows Vista [Filter]
Operating System : POSIX : Linux [Filter]
Programming Language : R [Filter]
Topic : Design of Experiments & Analysis of Experimental Data [Filter]
Topic : Genetics : Multiple Testing [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]

Activity Percentile: 0.00

Registered: 2009-09-10 11:49

4. lava [MOVED TO GITHUB] - MOVED TO GITHUB

Development Status : 4 - Beta [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]

Activity Percentile: 0.00

Registered: 2009-09-08 13:22

5. Generalized ridge trace plots - The genridge package introduces generalizations of the standard univariate ridge trace plot used in ridge regression and related methods. These graphical methods show both bias and precision.

Development Status : 4 - Beta [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Programming Language : R [Filter]
Topic : Graphics : Applications [Filter]
Topic : Graphics : Plotting [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]

Activity Percentile: 0.00

Registered: 2011-08-23 16:20

6. Sparsity by Quadratic Penalties - This package fits classical sparse regression models with efficient active set algorithms by solving quadratic problems. Also provides a few methods for model selection purpose (cross-validation, stability selection).
Natural Language : English [Filter] Operating System : OS Independent [Filter] Programming Language : C/C\+\+ [Filter] Programming Language : R [Filter] Topic : Machine Learning : Regularized and Shrinkage Methods [Filter] Topic : Multivariate Statistics : Linear Models [Filter] Topic : Regression Models [Filter]	Activity Percentile: 0.00 Registered: 2013-03-21 09:55

7. mvinfluence: multivariate influence - This package computes regression deletion diagnostics for multivariate linear models and provides some associated diagnostic plots.

Development Status : 3 - Alpha [Filter]
Environment : Console (Text Based) [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Programming Language : R [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]
Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]
Topic : Regression Models [Filter]

Activity Percentile: 0.00

Registered: 2012-04-19 12:23

8. Non-Additive Inverses - A package to construct Non-Additive Genetic relatedness matrices and their generalized inverses for inclusion in quantitative genetic analyses using the 'animal model'.

Development Status : 5 - Production/Stable [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : Fortran [Filter]
Programming Language : R [Filter]
Topic : Biostatistics & Medical Statistics [Filter]
Topic : Genetics [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]

Activity Percentile: 0.00

Registered: 2011-11-10 03:57

9. mboost - Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. For an up to date version see https://github.com/boost-R/mboost

Development Status : 5 - Production/Stable [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Programming Language : R [Filter]
Topic : Machine Learning : Boosting [Filter]
Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
Topic : Multivariate Statistics : Linear Models [Filter]

Registered: 2007-07-07 15:13

10. heplots: Visualizing Multivariate Tests - Visualizing Tests in Multivariate Linear Models: The heplots package provides functions for representing sums-of-squares-and-products matrices for linear hypotheses and for error using ellipses (in two dimensions) and ellipsoids (in three dimensions).
Development Status : 5 - Production/Stable [Filter] Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Programming Language : R [Filter] Topic : Multivariate Statistics : Linear Models [Filter] Topic : Multivariate Statistics : Visualising Multivariate Data : Graphical Procedures [Filter]	Activity Percentile: 0.00 Registered: 2007-04-06 15:54