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36 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. 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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- Natural Language : English (Now Filtering)
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- Programming Language : R [Filter]
- Topic : Machine Learning : Recursive Partitioning [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 55.56
Registered: 2008-09-30 11:39 |
1. 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. |
- Development Status : 4 - Beta [Filter]
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- Programming Language : R [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2007-07-25 14:05 |
2. 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]
- Environment : Other Environment [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English (Now Filtering)
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- Programming Language : R [Filter]
- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Projection Methods [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2009-10-08 14:16 |
3. 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 |
4. 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]
- Environment : Console (Text Based) [Filter]
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- Natural Language : German [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
- Programming Language : R [Filter]
- 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 |
5. 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]
- Environment : Console (Text Based) [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 |
6. 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. |
- Development Status : 5 - Production/Stable [Filter]
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- Programming Language : R [Filter]
- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
- Topic : Environmetrics [Filter]
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Registered: 2009-11-30 15:56 |
7. 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 |
- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-10-28 16:21 |
8. 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]
- Environment : Console (Text Based) [Filter]
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- Programming Language : R [Filter]
- Topic : Optimization [Filter]
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Registered: 2011-05-17 15:37 |
9. topmodels: Extended Model Infrastructure - topmodels: Infrastructure for Forecasting and Assessment of Probabilistic Models |
- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- Topic : Graphics [Filter]
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Registered: 2018-02-01 16:08 |
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. |
- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Multivariate Statistics [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2010-09-26 14:19 |
11. 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]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-03-17 12:58 |
12. caper - Comparative Analysis package - The Comparative Analyses of Phylogenetics and Evolution in R (caper) package implements a range of methods for the comparative analysis of taxa including methods based on phylogenetic independent contrasts and phylogenetically corrected linear models. |
- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Genetics : Phylogenetics [Filter]
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Registered: 2011-01-14 11:43 |
13. 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]
- Environment : Console (Text Based) [Filter]
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- Programming Language : R [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Registered: 2011-04-12 13:09 |
14. 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]
- Topic : Regression Models (Now Filtering)
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Registered: 2009-06-02 16:27 |
15. 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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- Programming Language : R [Filter]
- Topic : Bayesian Statistics [Filter]
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Registered: 2011-09-26 21:39 |
16. 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]
- Environment : Console (Text Based) [Filter]
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- License : Public Domain [Filter]
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Registered: 2012-09-10 02:59 |
17. 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 |
- Development Status : 4 - Beta [Filter]
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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2009-08-25 12:11 |
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. |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- Programming Language : R [Filter]
- 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 |
19. 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]
- Environment : Console (Text Based) [Filter]
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
- Topic : Other/Nonlisted Topic [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2008-01-08 16:50 |
36 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>