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 Topic > Regression Models
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86 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
- locally adaptive nonparametric regression (kernel, local polynomial)
- plugin density estimates
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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 : Fortran [Filter]
- Programming Language : R [Filter]
- Topic : Cluster Analysis : Model-based Clustering [Filter]
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- Topic : Regression Models (Now Filtering)
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Activity Percentile: 50.00
Registered: 2010-07-27 17:16 |
1. regression - user oriented functions - This is a collection of useful user-oriented functions to fit many types of regression models.
The printing and plotting methods give outputs that collect the essential results of fitting in a unified manner.
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- Programming Language : R [Filter]
- Topic : Graphics : Applications [Filter]
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Registered: 2009-09-30 08:51 |
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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- Operating System : MacOS [Filter]
- Operating System : Microsoft : Windows [Filter]
- 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. 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 [Filter]
- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2013-03-21 09:55 |
4. BayesR: Bayesian Regression - Developement of R Functions to Estimate Complex Bayesian Regression Models.
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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]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Bayesian Statistics : General Model Fitting [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Spatial Data & Statistics [Filter]
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Registered: 2010-08-20 11:45 |
5. kinfit/(g)mkin: fit chemical degradation - kinfit and mkin are implementations of the kinetic models and evaluation procedures recommended by in the final report of the FOCUS work group on degradation kinetics first published in 2006. gmkin provides a graphical user interface to mkin.
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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 [Filter]
- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
- Topic : Environmetrics [Filter]
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Registered: 2009-11-30 15:56 |
6. 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]
- Environment : Console (Text Based) [Filter]
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- Intended Audience : Other Audience [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 [Filter]
- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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- Topic : Regression Models (Now Filtering)
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Registered: 2008-01-08 16:50 |
7. semtools: Methods for SEMs - semtools - Methods for Diagnostic Testing of Structural Equation Models
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- Development Status : 1 - Planning [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : Developers [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 [Filter]
- Topic : Multivariate Statistics [Filter]
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Registered: 2010-09-21 22:15 |
8. 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]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Econometrics : Structural Change [Filter]
- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2014-10-29 16:43 |
9. R package nlstools - The R package nlstools: a toolbox for nonlinear regression diagnostics
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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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Registered: 2009-02-24 11:54 |
10. 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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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : Developers [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Programming Language : R [Filter]
- Topic : Machine Learning : Boosting [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2009-06-02 16:27 |
11. 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]
- Intended Audience : End Users/Desktop [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : OS Independent [Filter]
- Programming Language : R [Filter]
- Topic : Econometrics [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2007-01-31 15:08 |
12. arm - R functions for processing lm, glm, mer and polr outputs.
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- Development Status : 4 - Beta [Filter]
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- Intended Audience : Developers [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 [Filter]
- Topic : Bayesian Statistics [Filter]
- Topic : Graphics [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2008-04-09 23:40 |
13. 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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- Development Status : 5 - Production/Stable [Filter]
- Environment : Other Environment [Filter]
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- Programming Language : R [Filter]
- Topic : Datasets [Filter]
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Registered: 2007-06-01 15:07 |
14. 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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- Programming Language : R [Filter]
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Registered: 2011-05-11 13:44 |
15. MethComp - Functions for analysis of method comparison studies.
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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]
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Registered: 2009-02-19 23:41 |
16. medrc - The package medrc provides model averaged benchmark dose response estimates (BMD) and corresponding confidence intervals (BMDL) for fixed effects in mixed nonlinear dose-response models.
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- Development Status : 3 - Alpha [Filter]
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Registered: 2011-12-20 08:57 |
17. Dave Armstrong's Misc Functions - Package contains functions to aid in the presentation and interpretation of GLMs and related models. These include utilities to help deal with present interactions in linear and logit/probit models, first differences in predicted probabilities, etc...
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- Topic : Social Sciences : Analysis of Categorical and Count Data [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2012-05-07 16:37 |
18. BradleyTerry2 - BradleyTerry2 provides facilities to specify, fit and evaluate Bradley-Terry models for pairwise comparisons. Models may incorporate object-specific, subject-specific, or contest-specific variables, as well as random effects.
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- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : Developers [Filter]
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Registered: 2010-04-28 10:52 |
19. 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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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Projection Methods [Filter]
- Topic : Regression Models (Now Filtering)
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Activity Percentile: 0.00
Registered: 2009-10-08 14:16 |
86 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
