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 Topic > Regression Models
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82 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. 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]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
- Programming Language : R (Now Filtering)
- Topic : Cluster Analysis : Model-based Clustering [Filter]
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- Topic : Regression Models [Filter]
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Activity Percentile: 66.67
Registered: 2010-07-27 17:16 |
1. ctm - Maximum likelihood and boosting estimators for conditional transformation models.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : R (Now Filtering)
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning : Boosting [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 50.00
Registered: 2012-01-12 14:03 |
2. 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]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Natural Language : German [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
- Programming Language : R (Now Filtering)
- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Activity Percentile: 16.67
Registered: 2007-08-17 15:17 |
3. 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]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Multivariate Statistics [Filter]
- Topic : Regression Models [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2010-09-26 14:19 |
4. 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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- Development Status : 4 - Beta [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Regression Models [Filter]
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2010-11-17 15:01 |
5. Contrasts - A collection of contrast methods for linear models.
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- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : R (Now Filtering)
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2009-01-26 00:50 |
6. GAMLSS - Generalised Additive models for Location, scale and shape
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- 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 (Now Filtering)
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-02-08 11:11 |
7. 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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- Development Status : 6 - Mature [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R (Now Filtering)
- Topic : Bayesian Statistics [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-09-26 21:39 |
8. 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]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R (Now Filtering)
- Topic : Regression Models [Filter]
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
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Activity Percentile: 0.00
Registered: 2010-06-12 18:24 |
9. 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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- Development Status : 5 - Production/Stable [Filter]
- Development Status : 6 - Mature [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
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- Programming Language : R (Now Filtering)
- Topic : Econometrics : Structural Change [Filter]
- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2014-10-29 16:43 |
10. 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]
- Environment : Console (Text Based) [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Natural Language : German [Filter]
- Operating System : OS Independent [Filter]
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- Topic : Multivariate Statistics : Matrix Manipulations [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2007-08-17 17:30 |
11. Finite Mixure of AFT and FMR models - FMRS package provides estimation and variable selection in Finite Mixture of Accelerated Failure Time Regression (FMAFTR) and Finite Mixture of Regression (FMR) models with a large number of covariates and/or right censoring and heterogeneous structure.
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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : MacOS [Filter]
- Operating System : Microsoft : Windows [Filter]
- Operating System : POSIX : Linux [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R (Now Filtering)
- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2016-03-07 02:31 |
12. 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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- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- 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 |
13. lme4 - Mixed-effects models - An R package for fitting and analyzing linear, nonlinear and generalized linear mixed models.
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- Development Status : 4 - Beta [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : Microsoft : Windows [Filter]
- Operating System : POSIX [Filter]
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- Topic : Regression Models [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2007-08-17 17:27 |
14. Sparsity by Quadratic Penalties - This package fits classical sparse regression models with efficient active set algorithms by solving quadratic problems. Also provides a few methods for model selection purpose (cross-validation, stability selection).
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- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R (Now Filtering)
- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2013-03-21 09:55 |
15. 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]
- Intended Audience : Developers [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Econometrics : Microeconometrics [Filter]
- Topic : Regression Models [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2008-09-19 09:08 |
16. 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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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models [Filter]
- Topic : Social Sciences [Filter]
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Activity Percentile: 0.00
Registered: 2011-04-19 18:26 |
17. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
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- Development Status : 5 - Production/Stable [Filter]
- Environment : Other Environment [Filter]
- Intended Audience : Developers [Filter]
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- Operating System : Microsoft [Filter]
- Operating System : POSIX : Linux [Filter]
- Programming Language : R (Now Filtering)
- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Missing Data [Filter]
- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2011-06-17 13:35 |
18. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
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- Programming Language : R (Now Filtering)
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2011-06-09 14:01 |
19. Multilevel frailty models - Semiparametric proportional hazard models with K random effects, estimated via the EM-PL algorithm (Horny, 2009)
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- Development Status : 3 - Alpha [Filter]
- Intended Audience : End Users/Desktop [Filter]
- Intended Audience : Other Audience [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R (Now Filtering)
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- Topic : Regression Models [Filter]
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Activity Percentile: 0.00
Registered: 2012-04-30 07:14 |
82 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
