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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. 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 (Now Filtering)
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- Topic : Regression Models (Now Filtering)
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Activity Percentile: 20.00
Registered: 2009-09-30 08:51 |
1. 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]
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Registered: 2007-06-01 15:07 |
2. mmSAR - mmSAR was a R package for the modelling of the Species-Area Relationship (SAR). It is now deprecated and has been replaced by the "sars" R package, available at https://cran.r-project.org/web/packages/sars/index.html
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- Development Status : 4 - Beta [Filter]
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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
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Registered: 2009-08-25 12:11 |
3. 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]
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- Topic : Multivariate Statistics : Matrix Manipulations [Filter]
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Registered: 2007-08-17 17:30 |
4. 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]
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- 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 |
5. Instrument Limit of Detection Modeling - Limit of Detection (LOD) reflects an (medical diagnostic) instrument's level of sensitivity. We develop the LOD model selection and estimation tools with application to medical diagnostic instruments.
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- Development Status : 3 - Alpha [Filter]
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- Topic : Bioinformatics : Medical Science [Filter]
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Registered: 2011-11-14 17:17 |
6. 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]
- Environment : Console (Text Based) [Filter]
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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: 2011-08-20 14:19 |
7. 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]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2007-08-17 17:27 |
8. logisticDx - Diagnostic tests for logistic regression. Includes 15x common diagnostic tests including leverage, dChi-square and dBhat per covariate pattern. Also plots for same.
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- Development Status : 4 - Beta [Filter]
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Registered: 2012-09-10 02:59 |
9. 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]
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- Programming Language : R (Now Filtering)
- Topic : Econometrics : Further Regression Models [Filter]
- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2009-09-02 14:50 |
10. 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]
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- Natural Language : German [Filter]
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- Programming Language : Fortran [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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Registered: 2007-08-17 15:17 |
11. CorReg - find a structure explaining correlations between covariates and use it to compute linear regression. It provides an efficient new estimator for recursive SEM.
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- Development Status : 4 - Beta [Filter]
- Intended Audience : Developers [Filter]
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- Natural Language : English [Filter]
- Natural Language : French [Filter]
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- Topic : Econometrics : Linear Regression Models [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2013-11-14 14:32 |
12. rstpm2 - Flexible parametric survival models on the log cumulative hazard scale.
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- Programming Language : R (Now Filtering)
- Topic : Biostatistics & Medical Statistics [Filter]
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- Topic : Social Sciences : Other Regression Models [Filter]
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Registered: 2011-11-07 14:13 |
13. 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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- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
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Registered: 2011-10-25 17:59 |
14. MPAgenomics - This package contains an implementation of the lars algorithm for the lasso and fusion penalization. It works even if the number of covariate is greater than the number of individuals.
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Registered: 2013-04-18 16:20 |
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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- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2008-09-19 09:08 |
16. 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]
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- Programming Language : Fortran [Filter]
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Registered: 2010-11-22 19:09 |
17. 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 |
18. 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]
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Registered: 2010-11-17 15:01 |
19. 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]
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- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
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Activity Percentile: 0.00
Registered: 2013-03-21 09:55 |
82 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
