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39 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. Curve Estimation etc - Nonparametric Curve Estimation and Related Topics
- univariate normal mixtures - `nor1mix`
- Kernel Regression Smoothing with Local or Global Plug-in Bandwidth - `lokern`
- locally adaptive nonparametric regression (kernel, local polynomial) - `lpridge'
- constrained B-splines - `cobs`
- plugin density estimates - `plugdensity`
- single index models - possibly constrained, e.g. to convex curves - `simest`
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Registered: 2010-07-27 17:16 |
1. Classification and Regression Training - The caret packages contain functions for tuning predictive models, pre-processing, variable importance and other tools related to machine learning and pattern recognition. Parallel processing versions of the main package are also included.
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Registered: 2008-06-05 19:31 |
2. signal - A set of generally Matlab/Octave-compatible signal processing functions. Includes filter generation utilities, filtering functions, resampling routines, and visualization of filter models.
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Registered: 2009-12-03 16:50 |
3. pcurve: principal curves - Package pcurve fits principal curves in high dimensions. It can be thought of as a non-linear form of PCA. pcurve is an R port of Glenn De'aths pcurve library for S-Plus.
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Registered: 2013-05-30 16:42 |
4. Circular Statistics - This is the circular package build over the R port of the CircStats package by Ulric Lund from 'Topics in circular Statistics' (2001) S. Rao Jammalamadaka and A. SenGupta, World Scientific.
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Registered: 2007-11-06 22:41 |
5. SegAnnot - SegAnnot calculates the least squares segmentation for piecewise constant annotated noisy signals.
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Registered: 2012-11-27 16:58 |
6. analogue - quantitative palaeoecology - analogue fits Modern Analogue Technique (MAT) and Weighted Averaging (WA) transfer function models for prediction of environmental data from species data.
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Registered: 2007-09-07 13:38 |
7. coin: Conditional Inference Procedures - Conditional inference procedures for the general independence
problem including two-sample, K-sample (non-parametric ANOVA), correlation,
censored, ordered and multivariate problems.
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Registered: 2012-01-26 14:41 |
8. Breakpoint detection error - Functions for calculating the breakpoint detection error, which can be used for segmentation model selection.
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Registered: 2012-11-27 16:51 |
9. 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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Registered: 2007-08-17 15:17 |
10. related - Genetic relatedness in R - An R package that allows users to estimate pairwise relatedness of individuals based on codominant molecular markers, and also has simulation functions for comparing the performance of different estimators and for testing the resolution of a data set.
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Registered: 2014-04-09 08:33 |
11. Graphical Multiple Comparison Procedure - This package provides functions and a graphical user interface for graphical described multiple test procedures (sequentially rejective, Simes and parametric).
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Registered: 2010-02-17 13:06 |
12. TopKLists - The package includes tools for inference, aggregation, and visualization of multiple ranked lists. Consolidated information from two or more such lists comprising the same set of objects can be obtained. Incomplete rankings and partial lists are allowed.
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Registered: 2010-05-06 10:59 |
13. CoreArray - The package provides a high-level R interface to CoreArray Genomic Data Structure (GDS) data files, which are portable across platforms and include hierarchical structure to store multiple scalable array-oriented data sets with metadata information.
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Registered: 2014-05-31 04:36 |
14. randomForest - randomForest provides an R interface to the classification and regression algorithm proposed by Leo Breiman.
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Registered: 2009-09-14 13:01 |
15. colorspace: Computing with Colorspaces - Functions for computing coordinate conversions between colorspaces.
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Registered: 2007-02-15 19:23 |
16. SMfSB - R code associated with the second and third editions of the book Stochastic Modelling for Systems Biology, by Darren J Wilkinson, published by Chapman & Hall/CRC Press.
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Registered: 2011-02-18 14:08 |
17. Functional diversity - The "Functional diversity" project is based on the FD package, which can compute different multidimensional FD indices. It also contains other useful tools for functional ecology, e.g. trait-based community assembly via maximum entropy models.
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Registered: 2009-06-30 15:23 |
18. gbm - Generalized Boosted Models. Adding additional functionality to the gbm package, including additional robust regression methods, a new binomial classification method, and multinomial classification.
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Registered: 2009-06-02 16:27 |
19. RecordLinkage: Detecting duplicate data - The package Record Linkage provides stochastical and machine learning methods for detecting duplicates in data and a framework for evaluating these methods.
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Registered: 2010-03-16 11:36 |
39 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
