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20 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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- Topic : Multivariate Statistics : Modelling Non-Gaussian Data [Filter]
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Registered: 2007-08-17 15:17 |
1. 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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Registered: 2008-02-03 17:52 |
2. 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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Registered: 2012-01-24 13:28 |
3. 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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Registered: 2014-11-11 15:14 |
4. Robust Library - A port of the Insightful Robust Library to the R environment.
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Registered: 2007-11-02 15:28 |
5. 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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- Topic : Econometrics : Linear Regression Models [Filter]
- Topic : Regression Models [Filter]
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Registered: 2013-11-14 14:32 |
6. yags: modular GEE solver - yags is a modular solver for generalized estimating equations.
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- Topic : Biostatistics & Medical Statistics [Filter]
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Registered: 2009-01-04 12:17 |
7. Structural equation modeling - Several SEM related packages are developed for conducting structural equation modeling.
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Registered: 2011-09-26 14:13 |
8. 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.
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Registered: 2012-01-12 12:49 |
9. 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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Registered: 2016-09-21 08:36 |
10. 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.
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- Topic : Multivariate Statistics : Missing Data [Filter]
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Registered: 2013-07-04 09:41 |
11. Dependency modeling toolbox - Model-based tools for the discovery and analysis of statistical dependencies between data sources.
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- License : OSI Approved : BSD License [Filter]
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- Topic : Machine Learning : Bayesian Methods [Filter]
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Registered: 2010-04-08 11:22 |
12. Linear quantile mixed models - This project is aimed at developing an R package to fit and analyse quantile regression models with random effects.
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Registered: 2012-05-15 16:23 |
13. Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models.
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Registered: 2011-06-09 14:01 |
14. ESM - ESM – Ecological Measures of Specificity . Provides several ecological specificity / host range indicators
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Registered: 2009-11-07 16:56 |
15. 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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Registered: 2014-07-22 16:16 |
16. wtJonckheere - Non-parametric Jonckheere-Terpstra trend test on weighted data
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Registered: 2014-06-20 10:11 |
17. Qtools - Collection of functions for unconditional and conditional quantiles
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Registered: 2014-04-12 10:42 |
18. 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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- Topic : Social Sciences : Linear and Generalized Linear Models [Filter]
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Registered: 2009-08-24 00:41 |
19. 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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- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
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Registered: 2008-09-16 15:34 |
