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73 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. ctm - Maximum likelihood and boosting estimators for conditional transformation models. |
- 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]
- Topic : Machine Learning : Boosting [Filter]
- Topic : Regression Models (Now Filtering)
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Registered: 2012-01-12 14:03 |
1. therese - The purpose of this package is to propose a method for inferring networks from expression data obtained in various experimental condition. The "cLasso" (consensus Lasso) method is implemented. |
- Development Status : 3 - Alpha [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Bioinformatics : Statistics [Filter]
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Registered: 2013-07-05 08:44 |
2. 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]
- Intended Audience : Developers [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Robust Statistics [Filter]
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Registered: 2012-05-15 16:23 |
3. 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]
- Programming Language : Fortran [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 |
4. 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 |
5. 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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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2007-08-17 17:27 |
6. 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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Registered: 2012-04-30 07:14 |
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 |
- 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 |
8. mvinfluence: multivariate influence - This package computes regression deletion diagnostics for multivariate linear models and provides some associated diagnostic plots. |
- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]
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Registered: 2012-04-19 12:23 |
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. |
- Development Status : 5 - Production/Stable [Filter]
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Registered: 2009-08-22 09:52 |
10. CorReg - find a structure explaining correlations between covariates and use it to compute linear regression. It provides an efficient new estimator for recursive SEM. |
- Development Status : 4 - Beta [Filter]
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- Natural Language : French [Filter]
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- Topic : Econometrics : Linear Regression Models [Filter]
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Registered: 2013-11-14 14:32 |
11. addendum - Utility functions that should have been in R: easy glmnet, pretty graphing and swift debugging and profiling. |
- Development Status : 5 - Production/Stable [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 |
12. 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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Registered: 2011-10-28 16:21 |
13. Practical Data Analysis - Support routines and data accompanying Brian Yandell's "Practical Data Analysis for Designed Experiments" (www.stat.wisc.edu/~yandell/pda) book organized as an R package. |
- Development Status : 4 - Beta [Filter]
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Registered: 2007-07-08 20:21 |
14. 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. |
- Development Status : 5 - Production/Stable [Filter]
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Registered: 2007-06-01 15:07 |
15. 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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Registered: 2010-09-26 14:19 |
16. lethal - Compute lethal doses for count data based on generalized additive models (GAMs) together with parametric bootstrap confidence intervals for the lethal dose.
For a current development version see https://github.com/hofnerb/lethal |
- Development Status : 4 - Beta [Filter]
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Registered: 2014-02-28 13:11 |
17. 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 |
18. 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. |
- Development Status : 3 - Alpha [Filter]
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Registered: 2011-12-20 08:57 |
19. 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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Registered: 2011-11-14 17:17 |
73 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>