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13 projects in result set.
Dependency modeling toolbox - Model-based tools for the discovery and analysis of statistical dependencies between data sources.
Tags: Bayesian, CCA, Exponential, Machine Learning, Machine learning, analytics, dependence, machine learning, marginal likelihood, multivariate, pCCA, robust statistics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2010-04-08 11:22

DepthProc - The Depth induced statistical Procedures (DepthProc) project consist of a set of statistical procedures based on so called statistical depth functions. The project involves free available R package and its description.
Tags: statistical depth function, robust, statistical procedure, multivariate statistics, multivariate, regression, robust statistics
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-11-08 15:50

Dynamic Treatment Regimes - A package implementing several modern methods to estimate Dynamic Treatment Regimes: Q-Learning, Interactive Q-Learning, and two value-search methods each using Augmented Inverse Probability Weighted Estimators or Inverse Probability Weighted Estimators.
Tags: Regression, causal inference, dynamic programming, longitudinal data, regression, robust, robust statistics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2015-01-20 22:09

Linear quantile mixed models - This project is aimed at developing an R package to fit and analyse quantile regression models with random effects.
Tags: quantile regression, robust statistics, mixed effect models, asymmetric Laplace distribution, Gaussian quadrature, sparse grid integration

Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-05-15 16:23

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.
Tags: missing values, multivariate statistics, robust statistics, survey

Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-07-04 09:41

NullSens - Partitioning Abiotic and Biotic Contributions to Community Variation
Tags: Ecology, Multivariate Analysis, Multivariate Regression, bioinformatics, community ecology, community null model, ecological Inference, ecological models, ecology, linear models, model estimation, model performance, molecular ecology, multivariate regression, nonparametric, null model, parametric model, permutation tests, prediction, regression, robust statistics, simulations, spatial regression, spatio-temporal statistics, species abundance model, species distributions, statistical inference, variance partitioning
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-05-05 19:49

Peirce - Illustrate Peirces criterion for rejection of outliers from a normal distribution.
Tags: outlier, robust statistics

Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-09-07 07:56

Qtools - Collection of functions for unconditional and conditional quantiles
Tags: quantile regression, robust statistics, transformations, multiple imputation

Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-04-12 10:42

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).
Tags: robust, distributions, extreme value analysis, extremes, likelihood, robust statistics

Activity Percentile: 98
Activity Ranking: 2
Registered: 2008-01-15 05:11

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.
Tags: robust statistics, survey, robust, survey sampling

Activity Percentile: 0
Activity Ranking: 0
Registered: 2012-01-12 12:49

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.
Tags: robust statistics, time series, autocorrelation, change detection, outlier detection

Activity Percentile: 0
Activity Ranking: 0
Registered: 2014-11-11 15:14

georob - Software for robust geostatistical analysis of spatial data
Tags: geostatistics, robust statistics, spatial, spatial autocorrelation, spatial data, spatial methods
This project has not yet categorized itself in the Trove Software Map


Activity Percentile: 0
Activity Ranking: 0
Registered: 2013-04-24 08:56

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.
Tags: robust statistics, regression, generalized linear models, multivariate, Multivariate Analysis, Regression, Reliability, linear models, nonlinear models, outlier detection

Activity Percentile: 0
Activity Ranking: 0
Registered: 2007-08-17 15:17

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