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Topic :: Regression Models [Remove This Filter]
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. calibFit - This package provides curve fitting, visualization, and calibration methods for the development, validation, and use of biological and chemical assays. The functionality includes heteroscedasticity, model selection, and measures of assay quality.
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- Development Status : 6 - Mature [Filter]
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- Programming Language : R [Filter]
- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2011-10-25 17:59 |
1. ctm - Maximum likelihood and boosting estimators for conditional transformation models.
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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 [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Machine Learning : Boosting [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2012-01-12 14:03 |
2. 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]
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- Operating System : MacOS [Filter]
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- Operating System : POSIX : Linux [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2016-03-07 02:31 |
3. countreg: Count Data Regression - countreg: Regression models for count data, including negative binomial, zero-inflated, zero-truncated, and hurdle models. Drivers for combination with flexmix and mboost are also provided.
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- Development Status : 1 - Planning [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : R [Filter]
- Topic : Econometrics : Further Regression Models [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2009-09-02 14:50 |
4. 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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- Development Status : 3 - Alpha [Filter]
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- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2011-08-20 14:19 |
5. 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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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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Registered: 2011-05-11 13:44 |
6. arm - R functions for processing lm, glm, mer and polr outputs.
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- Development Status : 4 - Beta [Filter]
- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Bayesian Statistics [Filter]
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Registered: 2008-04-09 23:40 |
7. 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
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- Development Status : 1 - Planning [Filter]
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- Programming Language : R [Filter]
- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Projection Methods [Filter]
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Registered: 2009-10-08 14:16 |
8. 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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- Programming Language : Fortran [Filter]
- Programming Language : R [Filter]
- Topic : Econometrics : Further Regression Models [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2008-10-19 20:27 |
9. Model-Free Psychometric Functions - Local linear estimation of psychometric functions. Provides functions for nonparametric estimation of a psychometric function and for estimation of a derived threshold and slope, and their standard deviations and confidence intervals.
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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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- Topic : Bioinformatics [Filter]
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Registered: 2009-08-22 09:52 |
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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- Development Status : 6 - Mature [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Bayesian Statistics [Filter]
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Registered: 2011-09-26 21:39 |
11. 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]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R [Filter]
- Topic : Econometrics : Further Regression Models [Filter]
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Registered: 2011-09-23 08:18 |
12. 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]
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- Programming Language : C/C\+\+ [Filter]
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- Topic : Econometrics : Structural Change [Filter]
- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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Registered: 2014-10-29 16:43 |
13. R functions for functional data analysis - The ‘fda’ package includes functions and data sets for functional data analysis as described in Ramsay, J. O. and Silverman, B. W. (2005) Functional Data Analysis (Springer) and (2002), Applied Functional Data Analysis (Springer).
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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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- Operating System : Microsoft : Windows [Filter]
- Topic : Multivariate Statistics [Filter]
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Registered: 2008-01-18 03:15 |
14. 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]
- Environment : Console (Text Based) [Filter]
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Registered: 2007-01-31 15:08 |
15. 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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Registered: 2008-09-30 11:39 |
16. sandwich: Robust Covariance Estimation - An object-oriented implementation of model-robust covariances and standard error estimators for cross-sectional, time series, and longitudinal data.
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- Development Status : 5 - Production/Stable [Filter]
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Registered: 2016-09-21 08:36 |
17. 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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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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Registered: 2011-02-15 13:41 |
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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Registered: 2008-09-19 09:08 |
19. GAMLSS - Generalised Additive models for Location, scale and shape
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- Development Status : 5 - Production/Stable [Filter]
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Registered: 2011-02-08 11:11 |
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
