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69 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. 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. |
- 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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- Topic : Social Sciences : Other Regression Models [Filter]
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Activity Percentile: 33.33
Registered: 2011-09-23 08:18 |
1. 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. |
- Development Status : 3 - Alpha [Filter]
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- Topic : Bioinformatics : Medical Science [Filter]
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Registered: 2011-11-14 17:17 |
2. DierckxSpline - This package contains wrappers for Dierckx FITPACK routines for splines. These include univariate smoothing and least-squares splines. |
- Development Status : 3 - Alpha [Filter]
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- Programming Language : Fortran [Filter]
- Programming Language : R [Filter]
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Registered: 2007-09-07 17:22 |
3. 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. |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Time Series [Filter]
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Registered: 2007-11-26 10:11 |
4. factorplot - factorplot provides numerical and graphical summaries of factor-level differences in GLMs. It produces all pairwise hypotheses tests with either the exact pairwise difference and variance or user-supplied quasi-variances or floating absolute risks. |
- Development Status : 4 - Beta [Filter]
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- Topic : Graphics [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2011-05-30 16:43 |
5. 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. |
- 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]
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Registered: 2011-01-14 11:43 |
6. 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. |
- Development Status : 4 - Beta [Filter]
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- Topic : Multivariate Statistics [Filter]
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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2010-09-26 14:19 |
7. Parametric Frailty Models - Parametric Frailty Models, fitted by maximum marginal likelihood method.
Possible basline hazards: Weibull, Exponential, Gompertz, logNormal and loglogistic
Possible Frailty distributions: Gamma, Inverse Gaussian and Positive Stable |
- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2011-10-28 16:21 |
8. CatDyn Package for Catch Dynamics Models - Statistical models to assess fish stocks are becoming too demanding in terms of biological information. As an alternative to this trend we are developing the CatDyn project, an R package to assess fish stocks by modeling the operation of fishermen at sea. |
- Development Status : 4 - Beta [Filter]
- Environment : Console (Text Based) [Filter]
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- Topic : Optimization [Filter]
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Registered: 2011-05-17 15:37 |
9. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling. |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Other Environment [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Missing Data [Filter]
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Registered: 2011-06-17 13:35 |
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. |
- 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 : C/C\+\+ [Filter]
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2007-08-17 15:17 |
11. 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. |
- Development Status : 3 - Alpha [Filter]
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Registered: 2011-05-11 13:44 |
12. lme4 - Mixed-effects models - An R package for fitting and analyzing linear, nonlinear and generalized linear mixed models. |
- Development Status : 4 - Beta [Filter]
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Registered: 2007-08-17 17:27 |
13. Multilevel frailty models - Semiparametric proportional hazard models with K random effects, estimated via the EM-PL algorithm (Horny, 2009) |
- Development Status : 3 - Alpha [Filter]
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2012-04-30 07:14 |
14. 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 |
- Development Status : 1 - Planning [Filter]
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- Topic : Machine Learning : Model Selection and Validation [Filter]
- Topic : Multivariate Statistics : Projection Methods [Filter]
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Registered: 2009-10-08 14:16 |
15. 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... |
- Development Status : 4 - Beta [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: 2012-05-07 16:37 |
16. 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). |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Multivariate Statistics [Filter]
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Registered: 2008-01-18 03:15 |
17. glmx: Generalized Linear Models Extended - Extensions for generalized linear models (GLMs), especially for binary responses, allowing for parametric links or heterogeneity in the latent variables. |
- Development Status : 4 - Beta [Filter]
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- Topic : Econometrics : Microeconometrics [Filter]
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Registered: 2011-04-12 13:09 |
18. gbm - Generalized Boosted Models. Adding additional functionality to the gbm package, including additional robust regression methods, a new binomial classification method, and multinomial classification. |
- Development Status : 5 - Production/Stable [Filter]
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- Topic : Machine Learning : Boosting [Filter]
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Registered: 2009-06-02 16:27 |
19. Linear quantile mixed models - This project is aimed at developing an R package to fit and analyse quantile regression models with random effects. |
- Development Status : 4 - Beta [Filter]
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Registered: 2012-05-15 16:23 |
69 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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