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 Topic > Regression Models
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37 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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- Topic : Software Development [Filter]
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Activity Percentile: 66.67
Registered: 2008-09-30 11:39 |
1. 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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- Development Status : 5 - Production/Stable [Filter]
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- Topic : Cluster Analysis : Model-based Clustering [Filter]
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- Topic : Regression Models [Filter]
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Activity Percentile: 33.33
Registered: 2010-07-27 17:16 |
2. 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]
- Topic : Regression Models [Filter]
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Registered: 2009-06-02 16:27 |
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.
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- Development Status : 4 - Beta [Filter]
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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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Activity Percentile: 0.00
Registered: 2008-01-08 16:50 |
4. 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.
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- Topic : Biostatistics & Medical Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2008-06-14 13:52 |
5. 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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- Topic : Econometrics : Microeconometrics [Filter]
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Activity Percentile: 0.00
Registered: 2011-04-12 13:09 |
6. 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 |
7. 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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- Topic : Optimization [Filter]
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Activity Percentile: 0.00
Registered: 2011-05-17 15:37 |
8. topmodels: Extended Model Infrastructure - topmodels: Infrastructure for Forecasting and Assessment of Probabilistic Models
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- Development Status : 3 - Alpha [Filter]
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Activity Percentile: 0.00
Registered: 2018-02-01 16:08 |
9. 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.
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- Topic : Bioinformatics : Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2013-07-05 08:44 |
10. 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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Activity Percentile: 0.00
Registered: 2011-09-26 21:39 |
11. 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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- Development Status : 4 - Beta [Filter]
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Activity Percentile: 0.00
Registered: 2012-09-10 02:59 |
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.
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- Topic : Genetics : Phylogenetics [Filter]
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Activity Percentile: 0.00
Registered: 2011-01-14 11:43 |
13. art: Applied Regression Tools - Tools for working with various types of regression tools,
including diagnostic graphics, inference and model comparison.
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- Topic : Econometrics [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2007-01-31 15:08 |
14. 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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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2008-06-05 19:31 |
15. 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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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-08-20 14:19 |
16. 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]
- Topic : Regression Models [Filter]
- Topic : Social Sciences : Other Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-09-23 08:18 |
17. 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]
- Topic : Econometrics : Microeconometrics [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2008-10-19 20:27 |
18. 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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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
19. 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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Activity Percentile: 0.00
Registered: 2010-09-26 14:19 |
37 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
