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41 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. 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: 94.44
Registered: 2007-08-17 17:30 |
1. 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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- Topic : Spatial Data & Statistics [Filter]
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Activity Percentile: 55.56
Registered: 2010-08-20 11:45 |
2. 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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Activity Percentile: 0.00
Registered: 2008-09-30 11:39 |
3. 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.
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- Development Status : 4 - Beta [Filter]
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- Topic : Bioinformatics : Medical Science [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2011-03-17 12:58 |
4. GAMLSS - Generalised Additive models for Location, scale and shape
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Registered: 2011-02-08 11:11 |
5. Moment and Inverse Moment Bayes factors - Performs model selection based on non-local priors, including MOM, eMOM and iMOM priors. Routines are provided to compute Bayes factors, marginal densities and to perform variable selection in regression setups.
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- Development Status : 6 - Mature [Filter]
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Activity Percentile: 0.00
Registered: 2011-09-26 21:39 |
6. 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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- Topic : Econometrics : Further Regression Models [Filter]
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Registered: 2011-09-23 08:18 |
7. sensR: sensory discrimination analysis - The sensR package provides methods for (replicated) sensory discrimination methods; duotrio, triangle, 2-AFC, 3-AFC, A-not A, same-different and 2-AC. A number of models and utility methods are implemented.
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- Development Status : 4 - Beta [Filter]
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Registered: 2010-11-17 15:01 |
8. 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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Registered: 2011-08-20 14:19 |
9. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics
- univariate normal mixtures
- locally adaptive nonparametric regression (kernel, local polynomial)
- plugin density estimates
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Activity Percentile: 0.00
Registered: 2010-07-27 17:16 |
10. 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.
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- Development Status : 4 - Beta [Filter]
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Activity Percentile: 0.00
Registered: 2010-09-26 14:19 |
11. 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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- Topic : Biostatistics & Medical Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2011-10-28 16:21 |
12. 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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Registered: 2010-06-12 18:24 |
13. 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 |
14. semtools: Methods for SEMs - semtools - Methods for Diagnostic Testing of Structural Equation Models
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- Development Status : 1 - Planning [Filter]
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Activity Percentile: 0.00
Registered: 2010-09-21 22:15 |
15. 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 |
16. mmSAR - mmSAR was a R package for the modelling of the Species-Area Relationship (SAR). It is now deprecated and has been replaced by the "sars" R package, available at https://cran.r-project.org/web/packages/sars/index.html
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Registered: 2009-08-25 12:11 |
17. 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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- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
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Registered: 2013-03-21 09:55 |
18. logisticDx - Diagnostic tests for logistic regression. Includes 15x common diagnostic tests including leverage, dChi-square and dBhat per covariate pattern. Also plots for same.
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Registered: 2012-09-10 02:59 |
19. The Degrees of Freedom of PLS - The package provides Degrees of Freedom of Partial Least Squares. Model selection based on information criteria can be performed.
Krämer & Braun (2007) Kernelizing PLS, Degrees of Freedom, and Efficient Model Selection, ICML-07, 441 - 448
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- Topic : Machine Learning : Model Selection and Validation [Filter]
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Activity Percentile: 0.00
Registered: 2009-10-08 14:16 |
41 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
