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27 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. Clustering using convex fusion penalties - An R/C++ implementation of the clusterpath algorithm described in Hocking et al. 2011, for robust convex clustering using sparsity-inducing fusion penalties.
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- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
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Registered: 2011-05-09 12:56 |
1. Yasomi: Self-Organising Map in R - Yasomi is Yet Another Self-Organising Map Implementation. It provides an implementation of Kohonen's SOM, with extension to kernel variants and comprehensive visualisation capabilities.
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Registered: 2011-02-25 12:40 |
2. Bayesian Fractional Polynomials - The package implements the Bayesian paradigm for fractional polynomial models under the assumption of normally distributed error terms.
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Registered: 2009-09-23 10:25 |
3. Hyper-g Priors for GAM selection - This R-package implements objective Bayesian model selection with penalised splines, using a so-called hyper-g prior for the parameters in the generalised additive model.
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Registered: 2011-08-11 09:12 |
4. gsDesign: Group Sequential Design - Generates group sequential designs using alpha- and beta-spending functions or Wang-Tsiatis (e.g., O'Brien-Fleming and Pocock) boundary families. Many plotting capabilities as well as non-binding futility rules are available. Easily extended.
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Registered: 2008-08-31 13:07 |
5. Gradient forest - Detecting biological composition patterns along environmental gradients from site-by-species ecological data. Package gradientForest calculates the gradients from split-point importances provided by auxiliary package extendedForest, based on randomForest.
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Registered: 2011-01-06 08:05 |
6. 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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- Topic : Machine Learning : Recursive Partitioning [Filter]
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Registered: 2008-09-30 11:39 |
7. Nonparametrics for Clustered Binary Data - CorrBin implements nonparametric methods for analysing exchangeable binary and multinomial data with variable cluster sizes with emphasis on trend testing.
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Registered: 2008-10-02 19:05 |
8. Markov decision processes (MDPs) in R - Create and optimize MDPs with discrete time steps and state space. Both normal MDPs and hierarchical MDPs can be considered.
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Registered: 2009-06-08 12:06 |
9. Conditional Random Fields - This project provides a set of tools for conditional random fields tasks such as decoding/inference/sampling/training.
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Registered: 2010-12-28 07:13 |
10. casper - casper infers alternative splicing from high-throughput sequencing data both for known variants and de novo discovery. We use a Bayesian model with few assumptions, and modern model selection ideas with improved theoretical and computational properties.
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- Topic : Bayesian Statistics [Filter]
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Registered: 2011-10-11 08:51 |
11. Models for Data from Unmarked Animals - This is a stub. Development now continues at http://github.com/ianfiske/unmarked.
unmarked analyzes wildlife data arising from many popular wildlife sampling techniques using 2-stage hierarchical models.
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Registered: 2007-07-25 14:05 |
12. WMCapacity - The WMCapacity project implements hierarchical Bayesian models of working memory capacity, including Cowan's (2001) and Pashler's (1988) multinomial tree models. An SPSS-like GUI is provided for model building and MCMC setup.
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- Topic : Bayesian Statistics : R Interfaces [Filter]
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- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Registered: 2009-09-25 14:45 |
13. digest - 'hash' arbitrary R objects - The digest package provides functions for the creation of `hash'
digests of arbitrary R objects using the md5, sha-1 and crc32
algorithms permitting easy comparison of R language objects.
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Registered: 2008-03-01 16:25 |
14. memisc
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Registered: 2013-02-08 10:55 |
15. 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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Registered: 2008-01-08 16:50 |
16. spatial copula - This package has moved to: https://github.com/bengraeler/spcopula
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Multivariate Statistics : Multivariate Distributions : Copulae [Filter]
- Topic : Spatial Data & Statistics : Geostatistics [Filter]
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Registered: 2011-03-21 17:39 |
17. analogue - quantitative palaeoecology - analogue fits Modern Analogue Technique (MAT) and Weighted Averaging (WA) transfer function models for prediction of environmental data from species data.
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Registered: 2007-09-07 13:38 |
18. Earth Mover Distance - EarthMovDist implements the Earth Movers distance in R.
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Registered: 2009-02-17 06:53 |
19. simecol - Ecological Models with R - simecol allows to implement ecological models (ODEs, IBMs, ...) using a template-like object-oriented stucture. It helps to organize scenarios and may also be useful for other areas.
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Registered: 2008-02-20 20:34 |
27 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
