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73 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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Activity Percentile: 100.00
Registered: 2008-09-30 11:39 |
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.
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- Development Status : 5 - Production/Stable [Filter]
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- Natural Language : German [Filter]
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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- Topic : Robust Statistics [Filter]
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Activity Percentile: 37.50
Registered: 2007-08-17 15:17 |
2. 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]
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Activity Percentile: 25.00
Registered: 2011-09-23 08:18 |
3. Forecasting with Artificial Intelligence - The package ForAI uses machine learning methods such as artificial neural networks, support vector regression, extreme learning machines, and evolutionary algorithms for forecasting and prediction.
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- Development Status : 3 - Alpha [Filter]
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Activity Percentile: 0.00
Registered: 2012-01-22 07:45 |
4. Practical Data Analysis - Support routines and data accompanying Brian Yandell's "Practical Data Analysis for Designed Experiments" (www.stat.wisc.edu/~yandell/pda) book organized as an R package.
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Registered: 2007-07-08 20:21 |
5. cusp - Package for applying Cobb's maximum likelihood method to fitting cusp catastrophe models to data. The package was published in the Journal of Statistical Software [see www.jstatsoft.org/v32/i08/paper].
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- Topic : Econometrics : Structural Change [Filter]
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Activity Percentile: 0.00
Registered: 2014-10-29 16:43 |
6. Nonlinear regression analysis - Data sets from Bates and Watts (1988) "Nonlinear Regression Analysis and Its Applications" plus lattice-based graphics for nonlinear regression models, including parameter inference regions.
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Activity Percentile: 0.00
Registered: 2007-06-01 15:07 |
7. 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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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
8. mediation - An important goal of social science research is the analysis of causal mechanisms, where mediation analysis is a common tool. We provide tools for mediation analysis that span different models as well tools for sensitivity analyses.
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Activity Percentile: 0.00
Registered: 2011-04-19 18:26 |
9. 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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- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Further Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2008-10-19 20:27 |
10. art: Applied Regression Tools - Tools for working with various types of regression tools,
including diagnostic graphics, inference and model comparison.
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- Development Status : 1 - Planning [Filter]
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Activity Percentile: 0.00
Registered: 2007-01-31 15:08 |
11. Dynamic Treatment Regimes - A package implementing several modern methods to estimate Dynamic Treatment Regimes: Q-Learning, Interactive Q-Learning, and two value-search methods each using Augmented Inverse Probability Weighted Estimators or Inverse Probability Weighted Estimators.
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Activity Percentile: 0.00
Registered: 2015-01-20 22:09 |
12. 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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Activity Percentile: 0.00
Registered: 2011-05-11 13:44 |
13. 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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Activity Percentile: 0.00
Registered: 2011-05-17 15:37 |
14. BayesR: Bayesian Regression - Developement of R Functions to Estimate Complex Bayesian Regression Models.
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Activity Percentile: 0.00
Registered: 2010-08-20 11:45 |
15. sensR: sensory discrimination analysis - The sensR package provides methods for (replicated) sensory discrimination methods; duotrio, triangle, 2-AFC, 3-AFC, A-not A, same-different and 2-AC. A number of models and utility methods are implemented.
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Activity Percentile: 0.00
Registered: 2010-11-17 15:01 |
16. 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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Activity Percentile: 0.00
Registered: 2010-07-27 17:16 |
17. factorplot - factorplot provides numerical and graphical summaries of factor-level differences in GLMs. It produces all pairwise hypotheses tests with either the exact pairwise difference and variance or user-supplied quasi-variances or floating absolute risks.
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Activity Percentile: 0.00
Registered: 2011-05-30 16:43 |
18. 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 |
19. 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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Registered: 2010-06-12 18:24 |
73 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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