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41 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. BayesR: Bayesian Regression - Developement of R Functions to Estimate Complex Bayesian Regression Models.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Bayesian Statistics : General Model Fitting [Filter]
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Activity Percentile: 84.21
Registered: 2010-08-20 11:45 |
1. partykit: Recursive Partytioning Toolkit - Infrastructure for representing, summarizing, and visualizing tree-structured models. It can be used for constructing or reading tree models from different sources (rpart, RWeka, PMML), sharing
functionality for print/plot/predict methods.
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- Development Status : 4 - Beta [Filter]
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- Topic : Machine Learning : Recursive Partitioning [Filter]
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- Topic : Software Development [Filter]
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Activity Percentile: 42.11
Registered: 2008-09-30 11:39 |
2. 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.
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- Development Status : 5 - Production/Stable [Filter]
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- Natural Language : German [Filter]
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- Topic : Multivariate Statistics : Matrix Manipulations [Filter]
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Activity Percentile: 31.58
Registered: 2007-08-17 17:30 |
3. Classification and Regression Training - The caret packages contain functions for tuning predictive models, pre-processing, variable importance and other tools related to machine learning and pattern recognition. Parallel processing versions of the main package are also included.
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- Operating System : POSIX : Linux [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2008-06-05 19:31 |
4. Bias reduction in GLMs - brglm provides brglm.fit which is an alternative method to glm.fit that works under the usual glm interface.
Estimation is either by correcting the bias of the maximum likelihood estimates or using an adjusted-score approach to improving bias.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-08-20 14:19 |
5. gbm - Generalized Boosted Models. Adding additional functionality to the gbm package, including additional robust regression methods, a new binomial classification method, and multinomial classification.
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- Topic : Machine Learning : Boosting [Filter]
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Registered: 2009-06-02 16:27 |
6. sampleSelection: Limited Dependent Vari. - Packages for limited dependent variables: censored regression (Tobit) models (pkg censReg), interval regression models (pkg intReg), multivariate probit models (pkg mvProbit), and sample selection (Heckman) models (pkg sampleSelection)
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- Topic : Econometrics : Microeconometrics [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
7. Gauss-Seidel Estimation of GLMM - This project implements a block-wise Gauss-Seidel (GS) algorithm to fit Generalized Linear Mixed Models (GLMMs). The GS algorithm allows for a significant performance increase and memory saving.
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Registered: 2011-05-11 13:44 |
8. therese - The purpose of this package is to propose a method for inferring networks from expression data obtained in various experimental condition. The "cLasso" (consensus Lasso) method is implemented.
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- Topic : Bioinformatics : Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2013-07-05 08:44 |
9. Regression Models for Ordinal Data - This project hosts the R-package 'ordinal'. The ordinal R-package implements likelihood based models for ordinal (ordered categorical) data based on cumulative probabilities in the framework of cumulative link (mixed) models.
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- Development Status : 4 - Beta [Filter]
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Registered: 2010-06-12 18:24 |
10. glmx: Generalized Linear Models Extended - Extensions for generalized linear models (GLMs), especially for binary responses, allowing for parametric links or heterogeneity in the latent variables.
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- Development Status : 4 - Beta [Filter]
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Activity Percentile: 0.00
Registered: 2011-04-12 13:09 |
11. 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).
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- Natural Language : English (Now Filtering)
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- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2013-03-21 09:55 |
12. splinesurv - A package containing utilities for nonparametric Bayesian analysis of clustered survival data. The baseline hazard function and frailty density are modeled using penalized B-splines. Regression and spline parameters are estimated via MCMC.
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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Activity Percentile: 0.00
Registered: 2008-01-08 16:50 |
13. Parametric Frailty Models - Parametric Frailty Models, fitted by maximum marginal likelihood method.
Possible basline hazards: Weibull, Exponential, Gompertz, logNormal and loglogistic
Possible Frailty distributions: Gamma, Inverse Gaussian and Positive Stable
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2011-10-28 16:21 |
14. sensitivity - A collection of functions for factor screening and global sensitivity analysis of model output.
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- Topic : Multivariate Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2008-07-15 09:49 |
15. MethComp - Functions for analysis of method comparison studies.
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- Development Status : 4 - Beta [Filter]
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Registered: 2009-02-19 23:41 |
16. topmodels: Enhanced Model Infrastructure - topmodels: Enhanced modeling infrastructure for probabilistic 4-casting, diagnostic graphics, and inference.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Graphics [Filter]
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Activity Percentile: 0.00
Registered: 2018-02-01 16:08 |
17. kinfit/(g)mkin: fit chemical degradation - kinfit and mkin are implementations of the kinetic models and evaluation procedures recommended by in the final report of the FOCUS work group on degradation kinetics first published in 2006. gmkin provides a graphical user interface to mkin.
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- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
- Topic : Environmetrics [Filter]
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Activity Percentile: 0.00
Registered: 2009-11-30 15:56 |
18. betareg: Beta Regression - Beta regression for modeling beta-distributed dependent variables, e.g., rates and proportions. Maximum likelihood regression, finite mixture models, and recursive partitioning for beta regressions are provided.
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Econometrics : Further Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-09-23 08:18 |
19. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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- Topic : Biostatistics & Medical Statistics [Filter]
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- Topic : Robust Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2011-06-09 14:01 |
41 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
