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Topic > Robust Statistics |
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20 projects in result set.
0. Local Depth - The package "localdepth" contains functions for the evaluation of some Depth functions and their corresponding local versions, namely Local Depths. Simplicial, Ellipsoid and Mahalanobis Depths are implemented for general dimension. |
- Development Status : 2 - Pre-Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- Intended Audience : End Users/Desktop (Now Filtering)
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
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- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
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- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
- Topic : Multivariate Statistics [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2008-09-16 15:34 |
1. 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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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Programming Language : R (Now Filtering)
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2012-05-15 16:23 |
2. Dependency modeling toolbox - Model-based tools for the discovery and analysis of statistical dependencies between data sources. |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
- Environment : Other Environment [Filter]
- Intended Audience : Developers [Filter]
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- Intended Audience : Other Audience [Filter]
- License : OSI Approved : BSD License [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Machine Learning : Bayesian Methods [Filter]
- Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2010-04-08 11:22 |
3. Multiv. Outlier Detection and Imputation - Multivariate outlier detection and imputation in incomplete survey data. Included algorithms are BACON-EEM, Transformed Rank Correlations, ER-algorithm, GIMCD, Epidemic Algorithm (detection and imputation), Winsorized Imputation, POEM. |
- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop (Now Filtering)
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : R (Now Filtering)
- Topic : Multivariate Statistics : Missing Data [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2013-07-04 09:41 |
4. disco - Distribution Comparison - Compare distributions and select models using smooth tests of Goodness of Fit with both classic and cutting edge approaches. |
- Development Status : 3 - Alpha [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 (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2012-01-24 13:28 |
5. Robust time series analysis - Provides various approaches for robust estimation of (partial) autocorrelation and autocovariance. There are also procedures for robust fitting and filtering of AR(p) processes as well as for robust change point detection. |
- Development Status : 3 - Alpha [Filter]
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- Natural Language : English [Filter]
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- Topic : Robust Statistics [Filter]
- Topic : Time Series [Filter]
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Registered: 2014-11-11 15:14 |
6. ESM - ESM – Ecological Measures of Specificity . Provides several ecological specificity / host range indicators |
- Development Status : 4 - Beta [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 : OS Independent [Filter]
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- Topic : Robust Statistics [Filter]
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Registered: 2009-11-07 16:56 |
7. bootBCa - Function BCa finds confidence intervals using Efron's nonparametric bias-corrected and accelerated (BCa) bootstrap method. It supports adaptive determination of the number of bootstrap replications and requires less memory than other implementations. |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : Developers [Filter]
- Intended Audience : End Users/Desktop (Now Filtering)
- License : OSI Approved : BSD License [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2014-07-22 16:16 |
8. wtJonckheere - Non-parametric Jonckheere-Terpstra trend test on weighted data |
- Development Status : 2 - Pre-Alpha [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 : POSIX : Linux [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2014-06-20 10:11 |
9. Generalized Multilevel Permutation Model - The gmpm package seeks to provide a comprehensive framework for performing synchronized permutation tests on multilevel experimental data. |
- Development Status : 4 - Beta [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : End Users/Desktop (Now Filtering)
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
- Topic : Robust Statistics [Filter]
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2009-08-24 00:41 |
10. Qtools - Collection of functions for unconditional and conditional quantiles |
- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Programming Language : R (Now Filtering)
- Topic : Robust Statistics [Filter]
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Registered: 2014-04-12 10:42 |
11. Robust Horvitz-Thompson Estimation - "rhte": Robust Horvitz-Thompson estimation. The package offers robust methods in order to estimate the mean, total, and ratio (among others) for complex survey samples. |
- 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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- Programming Language : R (Now Filtering)
- Topic : Other/Nonlisted Topic [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2012-01-12 12:49 |
12. Structural equation modeling - Several SEM related packages are developed for conducting structural equation modeling. |
- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : Developers [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 : MacOS [Filter]
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- Programming Language : R (Now Filtering)
- Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2011-09-26 14:13 |
13. 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]
- Intended Audience : Developers [Filter]
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- Natural Language : English [Filter]
- Natural Language : French [Filter]
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- Operating System : Microsoft : Windows [Filter]
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- Programming Language : C/C\+\+ [Filter]
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- Topic : Econometrics : Linear Regression Models [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2013-11-14 14:32 |
14. 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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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Natural Language : German [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
- Programming Language : R (Now Filtering)
- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2007-08-17 15:17 |
15. libRa - The libRa package implements robust statistics algorithms
from the research group Robust Statistics at the Katholieke
Universiteit Leuven and the Universiteit van Antwerpen. |
- Development Status : 3 - Alpha [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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Registered: 2008-02-03 17:52 |
16. yags: modular GEE solver - yags is a modular solver for generalized estimating equations. |
- Development Status : 3 - Alpha [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Operating System : Microsoft : Windows [Filter]
- Operating System : POSIX : Linux [Filter]
- Programming Language : C/C\+\+ [Filter]
- Programming Language : R (Now Filtering)
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Multivariate Statistics : Linear Models [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2009-01-04 12:17 |
17. sandwich: Robust Covariance Estimation - An object-oriented implementation of model-robust covariances and standard error estimators for cross-sectional, time series, and longitudinal data. |
- Development Status : 5 - Production/Stable [Filter]
- Environment : Console (Text Based) [Filter]
- Intended Audience : End Users/Desktop (Now Filtering)
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Econometrics [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2016-09-21 08:36 |
18. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models. |
- Development Status : 5 - Production/Stable [Filter]
- Intended Audience : End Users/Desktop (Now Filtering)
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
- Operating System : OS Independent [Filter]
- Programming Language : R (Now Filtering)
- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics [Filter]
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Registered: 2011-06-09 14:01 |
19. Generalized iLUCK-models - Interval/imprecise probability models allowing non-stochastic uncertainty in Bayesian analysis by defining sets of conjugate priors such that the set of posteriors, obtained by updating each prior in the set by Bayes' rule, is still easy to handle. |
- Development Status : 2 - Pre-Alpha [Filter]
- Intended Audience : Developers [Filter]
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- Intended Audience : Other Audience [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Programming Language : R (Now Filtering)
- Topic : Bayesian Statistics [Filter]
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- Topic : Robust Statistics [Filter]
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Registered: 2010-03-06 00:28 |