[R] CRAN (and crantastic) updates this week
Crantastic
cranatic at gmail.com
Mon Oct 26 00:40:09 CET 2009
CRAN (and crantastic) updates this week
New packages
------------
* cudaBayesreg (0.1-1)
Adelino Ferreira da Silva
http://crantastic.org/packages/cudaBayesreg
Compute Unified Device Architecture (CUDA) is a software platform for
massively parallel high-performance computing on NVIDIA GPUs. This
package provides a CUDA implementation of a Bayesian multilevel
model for the analysis of brain fMRI data. A fMRI data set consists
of time series of volume data in 4D space. Typically, volumes are
collected as slices of 64 x 64 "voxels". Analysis of fMRI data often
relies on fitting linear regression models at each voxel of the
brain. The volume of the data to be processed, and the type of
statistical analysis to perform in fMRI analysis, call for
high-performance computing strategies. In this package, the CUDA
programming model uses a separate thread for fitting a linear
regression model at each voxel in parallel. The global statistical
model implements a Gibbs Sampler for hierarchical linear models with
a normal prior. This model has been proposed by Rossi, Allenby and
McCulloch in "Bayesian Statistics and Marketing", Chapter 3, and is
referred to as "rhierLinearModel" in the R-package "bayesm". A
notebook equipped with a NVIDIA "GeForce 8400M GS" card having
Compute Capability 1.1 has been used in the tests.
* DesignPatterns (0.1.0)
Jitao David Zhang
http://crantastic.org/packages/DesignPatterns
Design patterns are building blocks of reusable object-oriented
software projects. This package provides data structures and tools
to implement, study and reuse design patterns, especially the ones
introduced in the book 'Gang of Four'.
* geneARMA (1.0)
Timothy McMurry
http://crantastic.org/packages/geneARMA
Fit models for periodic gene expression to time-course microarray data
in a normal mixture model framework with mean approximated by a
truncated Fourier series and covariance structure modeled by an
ARMA(p,q) process. Estimation is performed with the EM algorithm.
* SAFD (0.02)
Wolfgang Trutschnig
http://crantastic.org/packages/SAFD
The aim of the package is to provide some basic functions for doing
statistics with one dimensional Fuzzy Data (in the form of polygonal
fuzzy numbers). In particular, the package contains functions for
the basic operations on the class of fuzzy numbers (sum, scalar
product, mean, Hukuhara difference) as well as for calculating
(Bertoluzza) distance, sample variance, sample covariance, sample
correlation, and the Dempster-Shafer (levelwise) histogram. Moreover
a function to simulate fuzzy random variables, bootstrap tests for
the equality of means, and a function to do linear regression given
trapezoidal fuzzy data is included.
* season (0.2-2)
Adrian Barnett
http://crantastic.org/packages/season
Routines for the seasonal analysis of health data, including
regression models, time-stratified case-crossover, plotting
functions and residual checks.
* skellam (0.0-8-7)
Jerry W. Lewis
http://crantastic.org/packages/skellam
Functions for the Skellam distribution, including: density (pmf), cdf,
quantiles and random variates.
* textcat (0.0-1)
Kurt Hornik
http://crantastic.org/packages/textcat
Text categorization based on n-grams
Updated packages
----------------
AICcmodavg (1.03), amap (0.8-4), AnalyzeFMRI (1.1-11), aroma.apd
(0.1.7), BayesDA (1.0-1), bestglm (0.14), BiodiversityR (1.4), cem
(1.0.116), cem (1.0.120), cem (1.0.117), classInt (0.1-13), clim.pact
(2.2-39), clusterSim (0.36-6), contrast (0.12), date (1.2-29),
diveMove (0.9.6), dlnm (1.1.0), doBy (4.0.5), doBy (4.0.4), DPpackage
(1.0-8), e1071 (1.5-20), ElemStatLearn (0.1-7), FITSio (1.1-0), FKF
(0.1.0), frailtypack (2.2-9.5), gam (1.01), geiger (1.3-1), glmulti
(0.5-3), gplots (2.7.3), httpRequest (0.0.8), introgress (1.2.1), irr
(0.80), isotone (1.0-0), KFAS (0.4.5), KFAS (0.4.6), lme4
(0.999375-32), Mcomp (2.01), mixtools (0.4.3), multmod (0.6), multtest
(2.1.3), pastecs (1.3-10), PBSmodelling (2.50.162), plink (1.2-2), PMA
(1.0.4), qcc (2.0), quantreg (4.43), R.oo (1.6.2), R2wd (1.1), rbounds
(0.4), RcmdrPlugin.DoE (0.6), relaimpo (2.1-4), RelativeRisk (1.1-1),
ringscale (0.1.2), RPostgreSQL (0.1-6), rsm (1.20), sdcMicro (2.6.2),
SimComp (1.4.2), skmeans (0.1-2), slam (0.1-6), snp.plotter (0.3),
spatstat (1.17-0), spdep (0.4-50), svmpath (0.93), tau (0.0-4),
twitteR (0.1.2)
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