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18 projects in result set.
0. Bayesian Biclustering - This package uses a Bayesian spike-and-slab model to construct bidendrograms using log posterior as the natural distance defined by the model and calculates importance using log Bayes factor. |
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- Topic : Cluster Analysis : Hierarchical Clustering [Filter]
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Registered: 2010-04-01 17:54 |
1. bclust - Bayesian clustering with variable selection is a fully automatic clustering method, designed for low-sample-size-high-dimensional situations. This might be regarded as a high-dimensional variant of the mclust package. |
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Registered: 2009-02-18 10:01 |
2. casper - casper infers alternative splicing from high-throughput sequencing data both for known variants and de novo discovery. We use a Bayesian model with few assumptions, and modern model selection ideas with improved theoretical and computational properties. |
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Registered: 2011-10-11 08:51 |
3. ParallABEL - ParallABEL aims to speed up the computation of GWA studies and also simplify parallelization in analysis of this important research area.
See http://www.sc.psu.ac.th/units/genome/CGBR/ParallABEL/index.html for more details. |
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Registered: 2010-04-23 07:05 |
4. MeDiChI - R package implementing model based deconvolution of ChIP-chip (transcription factor binding) data, as published in Bioinformatics journal.
Please visit http://baliga.systemsbiology.net/medichi for source code, instructions, and R package downloads. |
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- Topic : Machine Learning : Regularized and Shrinkage Methods [Filter]
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Registered: 2010-05-14 17:13 |
5. pi0 estimators - Estimation of the proportion of true null hypotheses (pi0) from a large number of hypothesis tests; Non/parametric recovery of noncentrality parameter distribution; False discovary rates (FDR) computation. |
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- Topic : Genetics : Multiple Testing [Filter]
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Registered: 2010-03-21 02:01 |
6. survGenesInterim - Simulation of survival studies based on simulated gene expression level and patient data. Includes functions to generate such data. Resulting error and power rate can be visualized. Can be used for sample size or power estimation when planning a study. |
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Registered: 2011-04-19 11:00 |
7. 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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- Topic : Bayesian Statistics : Specific Model Fitting [Filter]
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Registered: 2011-02-18 14:08 |
8. ddepn - DDEPN (Dynamic Deterministic Effects Propagation Networks): Infer signalling networks for high-throughput genomic or proteomic timecourse data, generated after external perturbation like activation or inhibition of network nodes. |
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Registered: 2011-06-10 12:24 |
9. sonicLength - sonicLength estimates the abundances of cells marked with integrated DNA using DNA fragment length data. Also included are tools for random number generation apropos to fragment lengths, simulating datasets, and jackknifing multiple replicates |
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Registered: 2011-09-14 03:27 |
10. Layered and chained mixture models - Layered and chained mixture models for various univariate and multivariate distributions. |
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- Topic : Multivariate Statistics : Multivariate Distributions [Filter]
- Topic : Multivariate Statistics : Unsupervised Classification [Filter]
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Registered: 2011-05-10 07:45 |
11. msap - The package msap provides a easy way to analyse MSAP (Methylation-Sensible Amplified Polymorphism) data in order to asses epigenetic and genetic differences between groups of samples. |
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Registered: 2012-06-13 23:35 |
12. WaveSeqR - Public repository of R-package WaveSeqR which implements the ChIP-Seq analysis algorithm WaveSeq DOI: 10.1371/journal.pone.0045486. |
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Registered: 2013-11-21 21:46 |
13. 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. |
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Registered: 2013-12-19 15:12 |
14. Monte Carlo IBD Matrix Estimation - Flexible Monte Carlo Identity-By-Descent (IBD) Matrix Estimation with Within-Line Segregation for Use of Quantitative Trait Loci (QTL) Detection in F2 Intercross Designs. |
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- Topic : Genetics : QTL Mapping [Filter]
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Registered: 2009-10-07 19:54 |
15. EBI Metagenomics - An R package for working with data from the EBI Metagenomics Portal: https://www.ebi.ac.uk/metagenomics/ |
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Registered: 2016-10-08 19:20 |
16. mixOmics - mixOmics is an R package that supplies different methodologies to unravel relationships between two heterogeneous data sets of size n × p and n × q where the p and q variables are measured on the same samples or individuals n. |
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Registered: 2010-06-25 04:17 |
17. calibayesR - The package also provides a web-serivce interface to the CaliBayes system. See http://www.calibayes.ncl.ac.uk for more details. |
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Registered: 2009-11-30 09:36 |