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Topic :: Robust Statistics [Remove This Filter]
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15 projects in result set.
0. 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]
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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]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics (Now Filtering)
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Activity Percentile: 33.33
Registered: 2007-08-17 15:17 |
1. RobASt - Robust Asymptotic Statistics - The project RobASt aims for the implementation of R packages for the computation of optimally robust estimators and tests as well as the necessary infrastructure (mainly S4 classes and methods) and diagnostics; cf. M. Kohl (2005).
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- Development Status : 4 - Beta [Filter]
- License : OSI Approved : GNU Lesser General Public License (LGPL) [Filter]
- Natural Language : English [Filter]
- Natural Language : German [Filter]
- Operating System : OS Independent (Now Filtering)
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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics (Now Filtering)
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Registered: 2008-01-15 05:11 |
2. Dependency modeling toolbox - Model-based tools for the discovery and analysis of statistical dependencies between data sources.
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- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : BSD License [Filter]
- Natural Language : English [Filter]
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- Topic : Machine Learning : Bayesian Methods [Filter]
- Topic : Multivariate Statistics : Latent Variable Approaches [Filter]
- Topic : Robust Statistics (Now Filtering)
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Registered: 2010-04-08 11:22 |
3. Generalized Multilevel Permutation Model - The gmpm package seeks to provide a comprehensive framework for performing synchronized permutation tests on multilevel experimental data.
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- Development Status : 4 - Beta [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
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- Topic : Design of Experiments & Analysis of Experimental Data [Filter]
- Topic : Robust Statistics (Now Filtering)
- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2009-08-24 00:41 |
4. distr - S4 classes for distributions - Project distr currently hosts pkg's distr, distrEx, distrSim, distrTEst, distrTeach, distrMod, distrDoc, startupmsg, SweaveListingUtils, distrEllipse, distrRnews, setRNG. For reference, see also vignette "distr" in pkg distrDoc.
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- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : GNU Lesser General Public License (LGPL) [Filter]
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- Natural Language : German [Filter]
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- Topic : Education [Filter]
- Topic : Robust Statistics (Now Filtering)
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Registered: 2007-11-06 19:55 |
5. 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.
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- Development Status : 5 - Production/Stable [Filter]
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- License : OSI Approved : BSD License [Filter]
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Registered: 2014-07-22 16:16 |
6. ESM - ESM – Ecological Measures of Specificity . Provides several ecological specificity / host range indicators
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- Development Status : 4 - Beta [Filter]
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Registered: 2009-11-07 16:56 |
7. 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.
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- Development Status : 3 - Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- Topic : Robust Statistics (Now Filtering)
- Topic : Time Series [Filter]
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Registered: 2014-11-11 15:14 |
8. robust-ts: Robust Time Series - "robust-ts" is a collaborative project to provide robustifications to the basic time series procedures from package stats. A target will be chapter 8 in "Robust Statistics, Theory and Methods" by Maronna, Martin and Yohai; 2006.
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- Development Status : 1 - Planning [Filter]
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- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Natural Language : English [Filter]
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- Programming Language : Fortran [Filter]
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- Topic : Time Series [Filter]
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Registered: 2007-11-06 20:18 |
9. disco - Distribution Comparison - Compare distributions and select models using smooth tests of Goodness of Fit with both classic and cutting edge approaches.
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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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Registered: 2012-01-24 13:28 |
10. RobKalman - Package robKalman implements several robustifications of rhe classical Kalman filter; a common filtering iterface for all robustifications is provided as well as S4-classes for state space models and filtering results.
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- Development Status : 3 - Alpha [Filter]
- Intended Audience : Developers [Filter]
- License : OSI Approved : GNU General Public License (GPL) [Filter]
- Operating System : OS Independent (Now Filtering)
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
- Programming Language : R (Now Filtering)
- Topic : Robust Statistics (Now Filtering)
- Topic : Time Series [Filter]
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Registered: 2007-11-06 20:07 |
11. sandwich: Robust Covariance Estimation - An object-oriented implementation of model-robust covariances and standard error estimators for cross-sectional, time series, and longitudinal data.
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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]
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- Topic : Econometrics [Filter]
- Topic : Regression Models [Filter]
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Registered: 2016-09-21 08:36 |
12. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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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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- Topic : Biostatistics & Medical Statistics [Filter]
- Topic : Regression Models [Filter]
- Topic : Robust Statistics (Now Filtering)
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Registered: 2011-06-09 14:01 |
13. libRa - The libRa package implements robust statistics algorithms
from the research group Robust Statistics at the Katholieke
Universiteit Leuven and the Universiteit van Antwerpen.
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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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Registered: 2008-02-03 17:52 |
14. 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.
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- Development Status : 2 - Pre-Alpha [Filter]
- Environment : Console (Text Based) [Filter]
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- Operating System : OS Independent (Now Filtering)
- Programming Language : C/C\+\+ [Filter]
- Programming Language : Fortran [Filter]
- Programming Language : R (Now Filtering)
- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
- Topic : Multivariate Statistics [Filter]
- Topic : Robust Statistics (Now Filtering)
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Registered: 2008-09-16 15:34 |
