Software Map
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ANOVA Bayesian Bioinformatics Bioinformatics & Biostatistics Biostatistics C++ Cancer Chemoinformatics Classification Clustering Copynumber DNA Ecology Economics Finance GUI Genetic Algorithms Genetics HTML Machine Learning Machine learning Mixture Multiple Comparisons Multivariate Analysis Multivariate Regression Multivariate Techniques Next generation Sequencing ODE Phylogeny R R-Forge Rcmdr Regression SNP Statistics Time series Visualization Whole-genome bioinformatics biostatistics break detection categorical change detection classification clustering community ecology data mining database datasets dissimilarity distance distributions diversity dynamic systems ecological models ecology econometrics economics epidemiology finance gene expression generalized linear models genetics graphics high dimentional data likelihood linear models linear programming machine learning microarray missing data missing values mixed effect models mixed model model comparison model estimation model selection movement multivariate multivariate regression multivariate statistics non-parametrics nonlinear models nonparametric optimization parametric model permutation tests phylogeny plotting political analysis prediction psychology raster regression remote sensing reporting robust robust statistics simulation soil spatial spatial autocorrelation spatial classes spatial data spatial methods spatial point patterns spatial regression spatio-temporal species distribution models survival teaching text mining time series visualization
19 projects in result set.
| Applied Predictive Modeling - The package is an R companion to the Springer book "Applied Predictive Modeling". It contains several functions and data sets used in the text, as well as R scripts to re-create the analyses in each chapter. | |
| Tags: Classification, Machine Learning, Machine learning, Regression, classification, machine learning, regression | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-02-08 18:59 |
| CorReg - find a structure explaining correlations between covariates and use it to compute linear regression. It provides an efficient new estimator for recursive SEM. | |
| Tags: R, R-Forge, Regression, SemTools, Structural Equation Modelling, missing, missing data, missing values, missingness | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-11-14 14:32 |
| Data files for Appl. Linear Regression 4 - Data files for the book Sanford Weisberg (2014). Applied Linear Regression, Fourth Edition. Hoboken NJ: Wiley. URL: http://z.umn.edu/alr4ed. | |
| Tags: data, Regression | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2014-04-08 14:02 |
| 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 | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2015-01-20 22:09 |
| Evolutionary Biology in R - Active development of this and my other package has been migrated to github http://coleoguy.github.io/software.html | |
| Tags: Bioinformatics, Genetics, Phylogeny, Regression, data mining, education, educational tool, genetics, genomic, phylogeny, population genetics | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-10-11 20:03 |
| ExactSampling - ExactSampling is an R package for the exact cross-validataion for kNN, regression and bootstrap. | |
| Tags: Classification, Regression, bootstrapping, classification | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2014-01-15 12:59 |
| Finite Mixure of AFT and FMR models - FMRS package provides estimation and variable selection in Finite Mixture of Accelerated Failure Time Regression (FMAFTR) and Finite Mixture of Regression (FMR) models with a large number of covariates and/or right censoring and heterogeneous structure. | |
| Tags: Bioinformatics, Biostatistics, C++, Cancer, Medical Science, Mixture, Next generation Sequencing, R, Regression, Statistics, lasso, model estimation, model selection, penalized regression, regularization, survival, tuning parameters, variable selection | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2016-03-07 02:31 |
| Low Rank Gaussian Process Regression - Fit a Low Rank Gaussian Process Regression / Linear Mixed Model for large datasets. These models are widely used in statistical genetics as a test of association while correcting for the confounding effects of kinship and population structure. | |
| Tags: C++, Genetics, high performance computing, R, Regression, parallel computing | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-12-19 15:12 |
| Modified Regression tree - I propose a modified version of the regression trees, where also the response variable is modified according to a parametric model. | |
| Tags: Genetic Algorithms, Regression, Tree | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2015-07-14 08:25 |
| Non-linear models in agriculture - This project is an R package to support a publication related to non-linear regression models in agriculture. The package contains some new selfStarter functions, data and documentation. | |
| Tags: Regression, model selection, nonlinear models | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-02-14 22:34 |
| Probabilistic Index Models - Developing an R-package for a new class of regression models: Probabilistic Index Models. | |
| Tags: Probabilistic Index Models, regression, modeling, nonparametric, semiparametric, Bioinformatics, Bioinformatics & Biostatistics, Biostatistics, Multiple Comparisons, Regression, biostatistics | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2011-06-09 14:01 |
| UMB statistics - Text book statistics and R Commander plugins and other useful packages developed by the statitics group at the Norwegian University of Life Sciences. | |
| Tags: Multivariate Regression, Rcmdr, Regression, Visualization, classification, clustering, mixed effect models, multivariate statistics, teaching | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-02-07 11:33 |
| abernethy reliability methods - Implementation of functions supporting reliability analyis methods presented in "The New Weibull Handbook" by Dr. Robert B. Abernethy. | |
| Tags: Reliability, C++, R, Regression, Weibull, competing risks models, distribution diagnostics, likelihood, lognormal, optimization, parametric model, quantile regression, regression, sampling, survival, visualization | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2012-12-30 16:40 |
| amen - The "amen" package package computes Bayesian estimates for additive and multiplicative effects (AME) models for networks and relational data. | |
| Tags: Bayesian, Regression, network, social network analysis, social networks | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-04-04 21:47 |
| cgen - Parallel Genomic Prediction and GWAS in R using Eigen and Rcpp | |
| Tags: C++, Genetics, mixed model, openmp, parallel computing, Bioinformatics, Bioinformatics & Biostatistics, Biostatistics, Gibbs sampling, Regression | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-05-29 18:34 |
| forestFloor - stable: http://cran.r-project.org/web/packages/forestFloor/index.html dev: https://github.com/sorhawell/forestFloor forestFloor is a package to visualize random forest | |
| Tags: C++, Regression, Bioinformatics, Chemoinformatics, FNN, Machine Learning, Rcpp, classification, cross-validation, data mining, k-NN, nonlinear models, random forest | |
| This project has not yet categorized itself in the Trove Software Map | Activity Percentile: 0 Activity Ranking: 0 Registered: 2015-01-01 21:32 |
| lm.br - Exact significance tests for a changepoint in linear or multiple linear regression. Confidence intervals and confidence regions with exact coverage probabilities for the changepoint. | |
| Tags: changepoint, breakpoint, brokenline regression, change detection, linear models, nonlinear models, regression, structural break, thresholds, break detection, Regression, Multivariate Regression, multivariate, multivariate regression, multiple regression, Multivariate Analysis | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2013-02-25 20:29 |
| 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 | |
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Activity Percentile: 0 Activity Ranking: 0 Registered: 2007-08-17 15:17 |
