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37 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. |
- 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: 50.00
Registered: 2010-08-20 11:45 |
1. 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. |
- Development Status : 5 - Production/Stable [Filter]
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- Natural Language : German [Filter]
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- Programming Language : Fortran [Filter]
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2007-08-17 15:17 |
2. GAMLSS - Generalised Additive models for Location, scale and shape |
- Development Status : 5 - Production/Stable [Filter]
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Registered: 2011-02-08 11:11 |
3. 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. |
- Development Status : 4 - Beta [Filter]
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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Registered: 2008-01-08 16:50 |
4. 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 |
- Development Status : 1 - Planning [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Projection Methods [Filter]
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Activity Percentile: 0.00
Registered: 2009-10-08 14:16 |
5. 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. |
- Development Status : 4 - Beta [Filter]
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- Topic : Bioinformatics : Medical Science [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2011-03-17 12:58 |
6. gbm - Generalized Boosted Models. Adding additional functionality to the gbm package, including additional robust regression methods, a new binomial classification method, and multinomial classification. |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Machine Learning : Boosting [Filter]
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Registered: 2009-06-02 16:27 |
7. 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. |
- Development Status : 4 - Beta [Filter]
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- Topic : Machine Learning : Recursive Partitioning [Filter]
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Registered: 2008-09-30 11:39 |
8. blupsurv - Tools for fitting proportional hazards models to clustered
recurrent events data. Nested frailties are modeled by their
best linear unbiased predictors under an auxiliary Poisson model.
Univariate and bivariate recurrent events processes are permitted. |
- Development Status : 4 - Beta [Filter]
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- Programming Language : Fortran [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2008-06-14 13:52 |
9. 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. |
- Development Status : 4 - Beta [Filter]
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- Programming Language : R [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2011-04-12 13:09 |
10. 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. |
- Development Status : 3 - Alpha [Filter]
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Registered: 2011-05-11 13:44 |
11. CatDyn Package for Catch Dynamics Models - Statistical models to assess fish stocks are becoming too demanding in terms of biological information. As an alternative to this trend we are developing the CatDyn project, an R package to assess fish stocks by modeling the operation of fishermen at sea. |
- Development Status : 4 - Beta [Filter]
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- Topic : Optimization [Filter]
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Registered: 2011-05-17 15:37 |
12. 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. |
- Development Status : 3 - Alpha [Filter]
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- Topic : Bioinformatics : Statistics [Filter]
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Registered: 2013-07-05 08:44 |
13. logisticDx - Diagnostic tests for logistic regression. Includes 15x common diagnostic tests including leverage, dChi-square and dBhat per covariate pattern. Also plots for same. |
- Development Status : 4 - Beta [Filter]
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Registered: 2012-09-10 02:59 |
14. 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. |
- Development Status : 6 - Mature [Filter]
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- Topic : Bayesian Statistics [Filter]
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Registered: 2011-09-26 21:39 |
15. topmodels: Extended Model Infrastructure - topmodels: Infrastructure for Forecasting and Assessment of Probabilistic Models |
- Development Status : 3 - Alpha [Filter]
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Registered: 2018-02-01 16:08 |
16. art: Applied Regression Tools - Tools for working with various types of regression tools,
including diagnostic graphics, inference and model comparison. |
- Development Status : 1 - Planning [Filter]
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- Topic : Econometrics [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2007-01-31 15:08 |
17. 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. |
- Development Status : 5 - Production/Stable [Filter]
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- Operating System : POSIX : Linux [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
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Registered: 2008-06-05 19:31 |
18. 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. |
- Development Status : 3 - Alpha [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2011-08-20 14:19 |
19. 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. |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Econometrics : Further Regression Models [Filter]
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- Topic : Social Sciences : Other Regression Models [Filter]
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Registered: 2011-09-23 08:18 |
37 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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