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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. 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]
- Environment : Other Environment [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 [Filter]
- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Projection Methods [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2009-10-08 14:16 |
1. 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]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2008-09-19 09:08 |
2. 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 [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 |
3. Regression Modeling Strategies - Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting by storing enhanced model design attributes in the fit. rms is a collection of 229 functions that assist with and streamline modeling.
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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]
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- Operating System : MacOS [Filter]
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- Programming Language : Fortran [Filter]
- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Graphics : Applications [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2010-11-22 19:09 |
4. 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]
- Environment : Console (Text Based) [Filter]
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- 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 : Fortran [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: 2008-10-19 20:27 |
5. 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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- License : OSI Approved : GNU General Public License (GPL) [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 |
6. 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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- Programming Language : R [Filter]
- Topic : Bayesian Statistics [Filter]
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Registered: 2011-09-26 21:39 |
7. 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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- Programming Language : R [Filter]
- Topic : Datasets [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2007-06-01 15:07 |
8. 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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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Bioinformatics : Medical Science [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-03-17 12:58 |
9. betareg: Beta Regression - Hosting of the project has moved to https://codeberg.org/zeileis/betareg
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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]
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- Programming Language : R [Filter]
- Topic : Econometrics : Further Regression Models [Filter]
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- Topic : Social Sciences : Other Regression Models [Filter]
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Registered: 2011-09-23 08:18 |
10. mvinfluence: multivariate influence - This package computes regression deletion diagnostics for multivariate linear models and provides some associated diagnostic plots.
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- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Programming Language : R [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2012-04-19 12:23 |
11. 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]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Programming Language : R [Filter]
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Registered: 2011-04-19 18:26 |
12. countreg: Count Data Regression - Hosting of the project has moved to https://codeberg.org/zeileis/countreg
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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]
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Registered: 2009-09-02 14:50 |
13. 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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Registered: 2011-05-11 13:44 |
14. 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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- 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 : Genetics : Phylogenetics [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-01-14 11:43 |
15. Spike Train Analysis with R - STAR (Spike Train Analysis with R) is an R package to analyze spike trains. It provides tools to visualize spike trains and fit, test and compare models of discharge applied to actual data.
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- Topic : Regression Models (Now Filtering)
- Topic : Time Series [Filter]
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Registered: 2007-11-26 10:11 |
16. lm.br - Exact significance tests for a changepoint in linear or multiple linear regression. Confidence intervals and confidence regions with exact coverage probabilities for the changepoint.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : Microsoft : Windows [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Topic : Econometrics : Structural Change [Filter]
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Registered: 2013-02-25 20:29 |
17. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling.
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- Operating System : POSIX : Linux [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Missing Data [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2011-06-17 13:35 |
18. Shrinkage Estimation - `shrink' is an R package for James-Stein-type shrinkage estimation of the parameters of a linear regression model. This is a work in progress jointly with S. Ejaz Ahmed (seahmed at uwindsor dot ca).
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Registered: 2010-09-04 03:45 |
19. 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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- Development Status : 4 - Beta [Filter]
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- Programming Language : Fortran [Filter]
- Programming Language : R [Filter]
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Multivariate Statistics [Filter]
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Activity Percentile: 0.00
Registered: 2008-06-14 13:52 |
76 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
