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 Topic > Regression Models
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38 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.
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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: 22.22
Registered: 2008-09-30 11:39 |
1. 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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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2010-09-26 14:19 |
2. 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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- Development Status : 5 - Production/Stable [Filter]
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- Operating System : POSIX : Linux [Filter]
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- Programming Language : R [Filter]
- 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 |
3. 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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- Intended Audience : Other Audience [Filter]
- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-10-28 16:21 |
4. BayesR: Bayesian Regression - Developement of R Functions to Estimate Complex Bayesian Regression Models.
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- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- Topic : Bayesian Statistics : General Model Fitting [Filter]
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Registered: 2010-08-20 11:45 |
5. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics
- univariate normal mixtures - `nor1mix`
- Kernel Regression Smoothing with Local or Global Plug-in Bandwidth - `lokern`
- locally adaptive nonparametric regression (kernel, local polynomial) - `lpridge'
- constrained B-splines - `cobs`
- plugin density estimates - `plugdensity`
- single index models - possibly constrained, e.g. to convex curves - `simest`
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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Cluster Analysis : Model-based Clustering [Filter]
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Registered: 2010-07-27 17:16 |
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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- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Microeconometrics [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
7. semtools: Methods for SEMs - semtools - Methods for Diagnostic Testing of Structural Equation Models
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- Development Status : 1 - Planning [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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Registered: 2010-09-21 22:15 |
8. 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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- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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- Natural Language : German [Filter]
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- Topic : Multivariate Statistics : Matrix Manipulations [Filter]
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Activity Percentile: 0.00
Registered: 2007-08-17 17:30 |
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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Activity Percentile: 0.00
Registered: 2010-06-12 18:24 |
10. 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.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) (Now Filtering)
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- Natural Language : German [Filter]
- Operating System : OS Independent (Now Filtering)
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- 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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Activity Percentile: 0.00
Registered: 2007-08-17 15:17 |
11. 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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- 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 |
12. 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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Registered: 2011-03-17 12:58 |
13. binomTools - The binomTools package provides a collection of diagnostic methods for binomial regression models.
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- Development Status : 2 - Pre-Alpha [Filter]
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Registered: 2011-02-15 13:41 |
14. GAMLSS - Generalised Additive models for Location, scale and shape
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Registered: 2011-02-08 11:11 |
15. 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]
- Environment : Console (Text Based) [Filter]
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- Topic : Econometrics : Microeconometrics [Filter]
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Activity Percentile: 0.00
Registered: 2011-04-12 13:09 |
16. frontier: Stochastic Frontier Analysis - Maximum Likelihood Estimation of Stochastic Frontier Production and Cost Functions. Two specifications are available: the error components model (Battese and Coelli, 1992) and the efficiency effects model (Battese and Coelli, 1995).
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- Programming Language : Fortran [Filter]
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- Topic : Econometrics : Further Regression Models [Filter]
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Registered: 2008-10-19 20:27 |
17. 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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- Development Status : 3 - Alpha [Filter]
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Activity Percentile: 0.00
Registered: 2011-05-11 13:44 |
18. 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.
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- Development Status : 4 - Beta [Filter]
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- Topic : Optimization [Filter]
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Registered: 2011-05-17 15:37 |
19. 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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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2007-07-25 14:05 |
38 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
