Planet R

September 02, 2010

Revolutions

New R User Group in New Jersey

Folks in the New Jersey area no longer need to trek over to New York City to meet other R users. Now there's NewJerseyR, a new R user group put together by Mango Solutions. The first meeting will in Iselin on September 16, with speakers from Mango, Pfizer, and Bristol Myers Squibb. Full details at the NewJerseyR website, linked below.

NewJerseyR: NewJerseyR home page

by David Smith at September 02, 2010 10:22 PM

CRANberries

Package Boruta updated to version 1.3 with previous version 1.2 dated 2010-05-08

Title: Boruta -- a tool for finding significant attributes in information systems
Description: Boruta is a feature selection algorithm based on a randomForest predictor. It selects the full set of all important attributes by comparing original attributes importance with datum importance of their randomised copies.
Author: Algorithm by Witold R. Rudnicki , R implementation by Miron B. Kursa .
Maintainer: Miron B. Kursa

Diff between Boruta versions 1.2 dated 2010-05-08 and 1.3 dated 2010-09-02

 DESCRIPTION   |    8 ++++----
 R/Boruta.R    |   16 ++++++++--------
 inst/CITATION |only
 inst/NEWS     |    6 +++++-
 man/Boruta.Rd |    6 +++++-
 5 files changed, 22 insertions(+), 14 deletions(-)

More information about Boruta at CRAN

September 02, 2010 10:16 PM

Package supclust updated to version 1.0-6 with previous version 1.0-5 dated 2005-05-18

Title: Supervised Clustering of Predictor Variables such as Genes
Description: Methodology for supervised grouping aka "clustering" of potentially many predictor variables, such as genes etc.
Author: Marcel Dettling and Martin Maechler
Maintainer: Martin Maechler

Diff between supclust versions 1.0-5 dated 2005-05-18 and 1.0-6 dated 2010-09-02

 DESCRIPTION               |   25 +++--
 R/pelora-utils.R          |   15 +--
 R/pelora.R                |  159 +++++++++++++++---------------------
 man/coef.pelora.Rd        |   17 ---
 man/dlda.Rd               |   17 ++-
 man/fitted.pelora.Rd      |   18 +---
 man/fitted.wilma.Rd       |   15 ---
 man/margin.Rd             |    2 
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 man/plot.wilma.Rd         |   25 +----
 man/predict.pelora.Rd     |   20 +---
 man/predict.wilma.Rd      |   24 ++---
 man/print.pelora.Rd       |   21 +---
 man/print.wilma.Rd        |   13 --
 man/score.Rd              |    2 
 man/sign.change.Rd        |    2 
 man/signflip.Rd           |    2 
 man/standardize.genes.Rd  |    2 
 man/summary.pelora.Rd     |   16 ---
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 man/wilma.Rd              |    4 
 src/pelora.c              |    6 -
 src/wilma.c               |    8 -
 tests/pelora-ex.Rout.save |  138 +++++++++++++++----------------
 tests/wilma-ex.Rout.save  |  202 +++++-----------------------------------------
 26 files changed, 268 insertions(+), 522 deletions(-)

More information about supclust at CRAN

September 02, 2010 08:16 PM

Package soiltexture updated to version 1.01 with previous version 1.0 dated 2010-08-18

Title: Functions for soil texture plot, classification and transformation
Description: "The Soil Texture Wizard" is a set of R functions designed to produce texture triangles (also called texture plots, texture diagrams, texture ternary plots), classify and transform soil textures data. These functions virtually allows to plot any soil texture triangle / classification into any triangle geometry (isosceles, right-angled triangles, etc.). This set of function is expected to be useful to people using soil textures data from different soil texture classification or different particle size systems. Several texture triangles are predefined: USDA; FAO (which is also the triangle for the soil map of Europe); Aisne (France); GEPPA (France); German triangle (Bodenkundliche Kartieranleitung 1994); Soil Survey of England and Wales (UK); Australian triangle; Belgian triangle; Canadian triangle; ISSS triangle; Romanian traingle. The Soil Texture Wizard is initially develloped from the functions 'soil.texture()' from the package 'plotrix' by Jim Lemon et al.
Author: Julien MOEYS , contributions from Wei Shangguan.
Maintainer: Julien MOEYS

Diff between soiltexture versions 1.0 dated 2010-08-18 and 1.01 dated 2010-09-02

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 18 files changed, 89 insertions(+), 77 deletions(-)

More information about soiltexture at CRAN

September 02, 2010 08:16 PM

Package scape updated to version 1.1-4 with previous version 1.1-2 dated 2010-09-01

Title: Statistical Catch-at-Age Plotting Environment
Description: Import and plot results from statistical catch-at-age models, used in fisheries stock assessments.
Author: Arni Magnusson
Maintainer: Arni Magnusson

Diff between scape versions 1.1-2 dated 2010-09-01 and 1.1-4 dated 2010-09-02

 DESCRIPTION               |    8 ++++----
 NEWS                      |    4 ++--
 data/x.cod.R              |    2 +-
 data/x.ling.R             |    2 +-
 data/x.oreo.R             |    2 +-
 data/x.sbw.R              |    2 +-
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 man/plotB.Rd              |    8 ++------
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 man/plotSel.Rd            |    6 +-----
 17 files changed, 26 insertions(+), 54 deletions(-)

More information about scape at CRAN

September 02, 2010 08:16 PM

Package rggobi updated to version 2.1.16 with previous version 2.1.14 dated 2009-05-10

Title: Interface between R and GGobi
Description: The rggobi package provides a command-line interface to GGobi, an interactive and dynamic graphics package. Rggobi complements GGobi's graphical user interface, providing a way to fluidly transition between analysis and exploration, as well as automating common tasks.
Author: Duncan Temple Lang , Debby Swayne , Hadley Wickham , Michael Lawrence
Maintainer: Hadley Wickham

Diff between rggobi versions 2.1.14 dated 2009-05-10 and 2.1.16 dated 2010-09-02

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More information about rggobi at CRAN

September 02, 2010 08:16 PM

Package rJava updated to version 0.8-5 with previous version 0.8-4 dated 2010-04-29

Title: Low-level R to Java interface
Description: Low-level interface to Java VM very much like .C/.Call and friends. Allows creation of objects, calling methods and accessing fields.
Author: Simon Urbanek
Maintainer: Simon Urbanek

Diff between rJava versions 0.8-4 dated 2010-04-29 and 0.8-5 dated 2010-09-02

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 52 files changed, 144 insertions(+), 107 deletions(-)

More information about rJava at CRAN

September 02, 2010 08:16 PM

Package gWidgetsWWW updated to version 0.0-21 with previous version 0.0-19 dated 2010-06-19

Title: Toolkit implementation of the gWidgets API for use with web pages
Description: Port of the gWidgets API to program dynamic websites. Can be used with R's dynamic help web server to serve local files. This provides a convenient means to make local GUIs for users without concern for external GUI toolkits. Also, in combination with RApache, http://biostat.mc.vanderbilt.edu/rapache/index.html, this framework can be used to make public websites powered by R. The Ext JavaScript libararies (www.extjs.com) are used to create and manipulate the widgets dynamically.
Author: John Verzani
Maintainer: John Verzani

Diff between gWidgetsWWW versions 0.0-19 dated 2010-06-19 and 0.0-21 dated 2010-09-02

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More information about gWidgetsWWW at CRAN

September 02, 2010 08:16 PM

Package Rserve updated to version 0.6-2 with previous version 0.6-1 dated 2010-05-25

Title: Binary R server
Description: Rserve acts as a socket server (TCP/IP or local sockets) which allows binary requests to be sent to R. Every connection has a separate workspace and working directory. Client-side implementations are available for popular languages such as C/C++ and Java, allowing any application to use facilities of R without the need of linking to R code. Rserve supports remote connection, user authentication and file transfer. A simple R client is included in this package as well.
Author: Simon Urbanek
Maintainer: Simon Urbanek

Diff between Rserve versions 0.6-1 dated 2010-05-25 and 0.6-2 dated 2010-09-02

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More information about Rserve at CRAN

September 02, 2010 08:16 PM

Package spam updated to version 0.23-0 with previous version 0.22-0 dated 2010-06-09

Title: SPArse Matrix
Description: Set of function for sparse matrix algebra. Differences with SparseM/Matrix are: (1) we only support (essentially) one sparse matrix format, (2) based on transparent and simple structure(s), (3) tailored for MCMC calculations within GMRF. (4) S3 and S4 like-"compatible" ... and it is fast.
Author: Reinhard Furrer
Maintainer: Reinhard Furrer

Diff between spam versions 0.22-0 dated 2010-06-09 and 0.23-0 dated 2010-09-02

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More information about spam at CRAN

September 02, 2010 04:16 PM

Package gnumeric updated to version 0.6-1 with previous version 0.5-3 dated 2009-09-18

Title: Read data from files readable by gnumeric
Description: Read data files readable by gnumeric into R. Can read whole sheet or a range, from several file formats, including the native format of gnumeric. Reading is done by using ssconvert (a file converter utility included in the gnumeric distribution http://projects.gnome.org/gnumeric/) to convert the requested part to CSV. From gnumeric files (but not other formats) can list sheet names and sheet sizes or read all sheets.
Author: Karoly Antal .
Maintainer: Karoly Antal

Diff between gnumeric versions 0.5-3 dated 2009-09-18 and 0.6-1 dated 2010-09-02

 DESCRIPTION                 |    8 ++++----
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 5 files changed, 62 insertions(+), 22 deletions(-)

More information about gnumeric at CRAN

September 02, 2010 12:16 PM

Package R2Cuba updated to version 1.0-6 with previous version 1.0-5 dated 2010-09-01

Title: Multidimensional Numerical Integration
Description: R2Cuba implements four general-purpose multidimensional integration algorithms: Vegas, Suave, Divonne and Cuhre
Author: The Cuba library has been written by Thomas Hahn (http://wwwth.mppmu.mpg.de/members/hahn); Interface to R was written by Annie Bouvier and Kięn Kięu
Maintainer: Annie Bouvier

Diff between R2Cuba versions 1.0-5 dated 2010-09-01 and 1.0-6 dated 2010-09-02

 DESCRIPTION           |    9 +++++----
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 2 files changed, 9 insertions(+), 7 deletions(-)

More information about R2Cuba at CRAN

September 02, 2010 12:16 PM

Package FBN updated to version 1.5 with previous version 1.4 dated 2010-02-03

Title: FISH Based Normalization and Copy Number inference of SNP microarray data
Description: Normalizes the data from a file containing the raw values of the SNP probes of microarrray data by using the FISH probes and their corresponding CNs.
Author: Adrian Andronache , Luca Agnelli
Maintainer: Adrian Andronache , Luca Agnelli

Diff between FBN versions 1.4 dated 2010-02-03 and 1.5 dated 2010-09-02

 DESCRIPTION            |    8 ++++----
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 4 files changed, 40 insertions(+), 16 deletions(-)

More information about FBN at CRAN

September 02, 2010 12:16 PM

Package tau updated to version 0.0-10 with previous version 0.0-9 dated 2010-08-10

Title: Text Analysis Utilities
Description: Utilities for text analysis
Author: Christian Buchta, Kurt Hornik, Ingo Feinerer, David Meyer
Maintainer: Kurt Hornik

Diff between tau versions 0.0-9 dated 2010-08-10 and 0.0-10 dated 2010-09-02

 DESCRIPTION   |    9 +++++----
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More information about tau at CRAN

September 02, 2010 08:16 AM

Package clue updated to version 0.3-35 with previous version 0.3-34 dated 2010-04-27

Title: Cluster ensembles
Description: CLUster Ensembles
Author: Kurt Hornik, with contributions from Walter Boehm
Maintainer: Kurt Hornik

Diff between clue versions 0.3-34 dated 2010-04-27 and 0.3-35 dated 2010-09-02

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More information about clue at CRAN

September 02, 2010 08:16 AM

Package latentnet updated to version 2.4-0 with previous version 2.3-0 dated 2010-04-07

Title: Latent position and cluster models for statistical networks
Description: A package to fit and simulate latent position and cluster models for statistical networks.
Author: Pavel N. Krivitsky , Mark S. Handcock , based on original code from "latentnetHRT", and code from other packages of `statnet' project
Maintainer: Pavel N. Krivitsky

Diff between latentnet versions 2.3-0 dated 2010-04-07 and 2.4-0 dated 2010-09-02

 ChangeLog                  |   17 ++++++
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More information about latentnet at CRAN

September 02, 2010 06:16 AM

Package SMCP updated to version 1.1.3 with previous version 1.1.2 dated 2010-08-30

Title: Smoothed minimax concave penalization (SMCP) method for genome-wide association studies.
Description: A package containing functions for genome-wide association studies.
Author: Jin (Gordon) Liu
Maintainer: Jin (Gordon) Liu

Diff between SMCP versions 1.1.2 dated 2010-08-30 and 1.1.3 dated 2010-09-02

 DESCRIPTION |   12 ++++++------
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More information about SMCP at CRAN

September 02, 2010 06:16 AM

September 01, 2010

Revolutions

How to generate correlated random numbers

We've covered how to generate random numbers in R before, but what if you want to go beyond generating one random number at a time? What if you want to generate two, or three or more random numbers, and what's more, you want them to be correlated?

JD Long lays out the way in a couple of posts at his Cerebral Mastication blog. If you want to generate bivariate (or trivariate, or more) random multivariate Normal variates, it's pretty easy, as JD points out. Just use the mvrnorm function from the MASS package in R, specify the covariance matrix, and you're all set.

But what if the random variables need to follow some other marginal distribution than Normal? This is a common task for simulations, where you may know the distributions you want for each variable, but need a way to specify the covariance structure. This is where copulas come in handy, as explained in JD's second post, complete with R code implementing a simulation. 

Cerebral Mastication: Even Simpler Multivariate Correlated Simulations

by David Smith at September 01, 2010 10:46 PM

CRANberries

New package longpower with initial version 1.0-1

Package: longpower
Type: Package
Title: Sample size calculations for longitudinal data
Version: 1.0-1
Date: 2010-08-23
Author: Michael C. Donohue, Anthony C. Gamst, Steven D. Edland
Maintainer: Michael C. Donohue
Description: The longpower package contains functions for computing power and sample size for linear models of longitudinal data based on the formula due to Liu and Liang (1997) and Diggle et al (2002). Either formula is expressed in terms of marginal model or Generalized Estimating Equations (GEE) parameters. This package contains functions which translate pilot mixed effect model parameters (e.g. random intercept and/or slope) into marginal model parameters so that the formulas of Diggle et al or Liu and Liang formula can be applied to produce sample size calculations for two sample longitudinal designs assuming known variance.
License: GPL (>= 2)
Depends: Matrix, lme4, methods
LazyLoad: yes
URL: http://math.ucsd.edu/~mdonohue
Packaged: 2010-09-01 18:47:57 UTC; mdonohue
Repository: CRAN
Date/Publication: 2010-09-01 20:05:12

More information about longpower at CRAN

September 01, 2010 08:16 PM

Package caret updated to version 4.59 with previous version 4.58 dated 2010-08-29

Title: Classification and Regression Training
Description: Misc functions for training and plotting classification and regression models
Author: Max Kuhn. Contributions from Jed Wing, Steve Weston, Andre Williams, Chris Keefer and Allan Engelhardt
Maintainer: Max Kuhn

Diff between caret versions 4.58 dated 2010-08-29 and 4.59 dated 2010-09-01

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More information about caret at CRAN

September 01, 2010 08:16 PM

New package clustsig with initial version 1.0

Package: clustsig
Version: 1.0
Date: 2010-09-01
Title: Significant Cluster Analysis
Author: Douglas Whitaker and Mary Christman
Maintainer: Douglas Whitaker
Depends: R (>= 2.10.0)
Description: A complimentary package for use with hclust; simprof tests to see which (if any) clusters are statistically different. The null hypothesis is that there is no a priori group structure. See Clarke, K.R., Somerfield, P.J., and Gorley R.N. 2008. Testing of null hypothesis in exploratory community analyses: similarity profiles and biota-environment linkage. J. Exp. Mar. Biol. Ecol. 366, 56-69.
License: GPL (>= 2)
URL: http://www.stat.ufl.edu/~whitaker/clustsig/
Packaged: 2010-09-01 18:00:46 UTC; douglas
Repository: CRAN
Date/Publication: 2010-09-01 18:19:49

More information about clustsig at CRAN

September 01, 2010 07:16 PM

Package seewave updated to version 1.5.9 with previous version 1.5.8 dated 2010-06-15

Title: Time wave analysis and graphical representation
Description: seewave provides functions for analysing, manipulating, displaying, editing and synthesizing time waves (particularly sound). This package processes time analysis (oscillograms and envelopes), spectral content, resonance quality factor, entropy, cross correlation and autocorrelation, zero-crossing, dominant frequency, analytic signal, frequency coherence, 2D and 3D spectrograms and many other analyses.
Author: Jerome Sueur , Thierry Aubin , Caroline Simonis
Maintainer: Jerome Sueur

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More information about seewave at CRAN

September 01, 2010 06:16 PM

Package scape updated to version 1.1-2 with previous version 1.1-0 dated 2010-08-31

Title: Statistical Catch-at-Age Plotting Environment
Description: Import and plot results from statistical catch-at-age models, used in fisheries stock assessments.
Author: Arni Magnusson
Maintainer: Arni Magnusson

Diff between scape versions 1.1-0 dated 2010-08-31 and 1.1-2 dated 2010-09-01

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More information about scape at CRAN

September 01, 2010 06:16 PM

Package pbatR updated to version 2.2-2 with previous version 2.2-0 dated 2009-11-23

Title: P2BAT
Description: This package provides data analysis via the pbat program, and an alternative internal implementation of the power calculations via simulation only. For analysis, this package provides a frontend to the PBAT software, automatically reading in the output from the pbat program and displaying the corresponding figure when appropriate (i.e. PBAT-logrank). It includes support for multiple processes and clusters. For analysis, users must download PBAT (developed by Christoph Lange) and accept it's license, available on the PBAT webpage. Both the data analysis and power calculations have command line and graphical interfaces using tcltk.
Author: Thomas Hoffmann , with contributions from Christoph Lange
Maintainer: Thomas Hoffmann

Diff between pbatR versions 2.2-0 dated 2009-11-23 and 2.2-2 dated 2010-09-01

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More information about pbatR at CRAN

September 01, 2010 06:16 PM

Package gmt updated to version 1.1-8 with previous version 1.1-7 dated 2010-08-28

Title: Interface between GMT Map-Making Software and R
Description: Interface between the GMT map-making software and R, enabling the user to manipulate geographic data within R and call GMT commands to draw and annotate maps in postscript format. The 'gmt' package is about interactive data analysis, rapidly visualizing subsets and summaries of geographic data, while performing statistical analysis in the R console.
Author: Arni Magnusson
Maintainer: Arni Magnusson

Diff between gmt versions 1.1-7 dated 2010-08-28 and 1.1-8 dated 2010-09-01

 DESCRIPTION        |    8 ++++----
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 3 files changed, 7 insertions(+), 7 deletions(-)

More information about gmt at CRAN

September 01, 2010 06:16 PM

Package gRapHD updated to version 0.1.8 with previous version 0.1.7 dated 2010-08-17

Title: Efficient selection of undirected graphical models for high-dimensional datasets
Description: gRapHD is designed for efficient selection of high-dimensional undirected graphical models. The package provides tools for selecting trees, forests and decomposable models minimizing information criteria such as AIC or BIC, and for displaying the independence graphs of the models. It has also some useful tools for analysing graphical structures. It supports the use of discrete, continuous, or both types of variables.
Author: Gabriel Coelho Goncalves de Abreu , Rodrigo Labouriau , David Edwards .
Maintainer: Gabriel Coelho Goncalves de Abreu

Diff between gRapHD versions 0.1.7 dated 2010-08-17 and 0.1.8 dated 2010-09-01

 DESCRIPTION   |    6 ++---
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More information about gRapHD at CRAN

September 01, 2010 06:16 PM

Package R2Cuba updated to version 1.0-5 with previous version 1.0-4 dated 2010-02-08

Title: Multidimensional Numerical Integration
Description: R2Cuba implements four general-purpose multidimensional integration algorithms: Vegas, Suave, Divonne and Cuhre
Author: The Cuba library has been written by Thomas Hahn (http://wwwth.mppmu.mpg.de/members/hahn); Interface to R was written by Annie Bouvier and Kięn Kięu
Maintainer: Annie Bouvier

Diff between R2Cuba versions 1.0-4 dated 2010-02-08 and 1.0-5 dated 2010-09-01

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More information about R2Cuba at CRAN

September 01, 2010 06:16 PM

Package Epi updated to version 1.1.17 with previous version 1.1.15 dated 2010-06-19

Title: A package for statistical analysis in epidemiology.
Description: Functions for demographic and epidemiological analysis in the Lexis diagram, i.e. register and cohort follow-up data, including interval censored data and representation of multistate data. Also some useful functions for tabulation and plotting. Contains some epidemiological datasets.
Author: Bendix Carstensen, Martyn Plummer, Esa Laara, Michael Hills et. al.
Maintainer: Bendix Carstensen

Diff between Epi versions 1.1.15 dated 2010-06-19 and 1.1.17 dated 2010-09-01

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More information about Epi at CRAN

September 01, 2010 06:16 PM

Package DoE.wrapper updated to version 0.8-1 with previous version 0.8 dated 2010-08-10

Title: Wrapper package for design of experiments functionality
Description: This package creates various kinds of designs for (industrial) experiments. It uses, and sometimes enhances, design generation routines from other packages. Initially, response surface designs from package rsm and latin hypercube samples from package lhs have been implemented.
Author: Ulrike Groemping
Maintainer: Ulrike Groemping

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More information about DoE.wrapper at CRAN

September 01, 2010 06:16 PM

Package SubpathwayMiner updated to version 3.1 with previous version 3.0 dated 2010-06-01

Title: A software package for annotation and identification of the KEGG pathways.
Description: SubpathwayMiner is an R-based software for flexible pathway identification. (1) SubpathwayMiner can provide users with sub-pathway annotation and identification of metabolic pathways based on enzyme commission (EC) numbers. (2) SubpathwayMiner can provide users with sub-pathway annotation and identification based on KEGG Orthology (KO) identifiers. (3) SubpathwayMiner can provide annotation and identification of entire pathways. (4) SubpathwayMiner can support most of organisms in the KEGG GENE database. (5) Data can be automatically updated on demand by the user. (6) SubpathwayMiner can provide identification of disease related sub-pathways.(new!) The version 3.1 use a new approach to store organism-related data (e.g., gene-enzyme relation data), which make the running time of the function updateOrgAndIdType reduce significantly compared with the old version. Therefore, the environment variables of organisms will be provided no longer for reducing size of the software package. When using this tool, please cite: Li, C., Li, X., Miao, Y., Wang, Q., Jiang, W., Xu, C., Li, J., Han, J., Zhang, F., Gong, B. et al. (2009) SubpathwayMiner: a software package for flexible identification of pathways. Nucleic Acids Res, 37, e131. Full text: http://nar.oxfordjournals.org/cgi/content/full/37/19/e131
Author: Chunquan Li
Maintainer: Chunquan Li

Diff between SubpathwayMiner versions 3.0 dated 2010-06-01 and 3.1 dated 2010-09-01

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More information about SubpathwayMiner at CRAN

September 01, 2010 07:16 AM

New package imguR with initial version 0.1.2

Package: imguR
Type: Package
Title: What the package does (short line)
Version: 0.1.2
Date: 2010-08-31
Author: Aaron Statham
Maintainer: Aaron Statham
Depends: XML, RCurl
Description: A package to share plots using the image hosting service imgur.com
License: GPL-3
LazyLoad: yes
Repository: CRAN
Repository/R-Forge/Project: imgur
Repository/R-Forge/Revision: 5
Date/Publication: 2010-09-01 06:44:38
Packaged: 2010-08-31 20:47:43 UTC; rforge

More information about imguR at CRAN

September 01, 2010 07:16 AM

Package GeneReg updated to version 1.1.2 with previous version 1.1.1 dated 2009-12-14

Title: Construct time delay gene regulatory network
Description: GeneReg is an R package for inferring time delay gene regulatory network using time course gene expression profiles. The main idea of time delay linear model is to fit a linear regression model using a set of putative regulators to estimate the transcription pattern of a specific target gene.
Author: Tao Huang
Maintainer: Tao Huang

Diff between GeneReg versions 1.1.1 dated 2009-12-14 and 1.1.2 dated 2010-09-01

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More information about GeneReg at CRAN

September 01, 2010 07:16 AM

Journal of Statistical Software

Graphics for Statistics and Data Analysis with R

Vol. 36, Book Review 3, Sep 2010

Graphics for Statistics and Data Analysis with R
Kevin J. Keen
Chapman and Hall/CRC, 2010
ISBN: 9781584880875

by Hadley Wickham, Garrett Grolemund at September 01, 2010 07:00 AM

August 31, 2010

Revolutions

R is indispensable, because it's reproducible

Maria Wolters, self-styled "Science-Mum of two" and speech and language technology researcher, has a great blog post about the one tool she couldn't live without: R. Maria says R is her "favourite tool for analysing experimental results and modelling the resulting patterns of behaviour and preferences", and explains why:

R is a programming language for everything statistical. It’s free, it’s open source, and it’s being maintained by statisticians for statisticians. Its origin means that it is a pain to learn. It takes a while until one has cleared a path through the data structures, including the various conventions for extracting information from objects that store the results of painstaking statistical analyses, and I am still often baffled myself.

But the payoff is magnificent. Clear (modulo coding ability), open, replicable analyses. R is the ultimate in replicable research. If you give people your data set and your source code, they can repeat every single step of your reasoning. There are no paywalls, no limits of affordability, no packages that are indispensable for the analysis, but that your department hasn’t paid for.

This issue of "replicable analysis" is an important one: the ability to know that you can re-run your analysis at any time in the future (assuming you still have access to the same hardware, or at least a virtual instance of it) and verify the results, without having to worry about the software no longer being available, is crucial. It also means that third parties can reproduce your results where necessary. The fact that it really is necessary to support good science is the topic that Fritz Leisch covered in this excellent keynote speech at this year's UseR! conference.

Speech and Science: The one tool I couldn’t live without

by David Smith at August 31, 2010 09:00 PM

CRANberries

Package xts updated to version 0.7-5 with previous version 0.7-4 dated 2010-08-04

Title: Extensible Time Series
Description: Provide for uniform handling of R's different time-based data classes by extending zoo, maximizing native format information preservation and allowing for user level customization and extension, while simplifying cross-class interoperability.
Author: Jeffrey A. Ryan, Josh M. Ulrich
Maintainer: Jeffrey A. Ryan

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More information about xts at CRAN

August 31, 2010 07:16 PM

Package chron updated to version 2.3-36 with previous version 2.3-35 dated 2010-04-05

Title: Chronological objects which can handle dates and times
Description: Chronological objects which can handle dates and times
Author: S original by David James , R port by Kurt Hornik .
Maintainer: Kurt Hornik

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More information about chron at CRAN

August 31, 2010 07:16 PM

Package bayesGARCH updated to version 1-00.06 with previous version 1-00.05 dated 2009-11-25

Title: Bayesian Estimation of the GARCH(1,1) Model with Student-t Innovations
Description: This package provides the bayesGARCH function which performs the Bayesian estimation of the GARCH(1,1) model with Student's t innovations.
Author: David Ardia
Maintainer: David Ardia

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August 31, 2010 07:16 PM

Package npde updated to version 1.2.1 with previous version 1.2 dated 2008-04-02

Title: Normalised prediction distribution errors for nonlinear mixed-effect models
Description: Routines to compute normalised prediction distribution errors, a metric designed to evaluate non-linear mixed effect models such as those used in pharmacokinetics and pharmacodynamics
Author: Emmanuelle Comets, Karl Brendel and France Mentré
Maintainer: Emmanuelle Comets

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August 31, 2010 05:16 PM

Package nnc updated to version 1.14 with previous version 1.13 dated 2010-08-30

Title: Nearest Neighbor Autocovariates
Description: Computes nearest neighbor autocovariates
Author: A. I. McLeod and M. S. Islam
Maintainer:

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August 31, 2010 05:16 PM

New package costat with initial version 1.1-1

Package: costat
Version: 1.1-1
Date: 10/6/2008
Title: Time series costationarity determination and tests of stationarity.
Author: Guy Nason and Alessandro Cardinali
Maintainer: Guy Nason
Depends: R (>= 2.0), wavethresh (>= 4.5)
Description: Contains functions that can determine whether a time series is second-order stationary or not (and hence evidence for locally stationarity). Given two non-stationary series (i.e. locally stationary series) this package can then discover time-varying linear combinations that are second-order stationary.
License: GPL-2
Packaged: 2010-08-31 16:12:50 UTC; magpn3
Repository: CRAN
Date/Publication: 2010-08-31 16:30:27

More information about costat at CRAN

August 31, 2010 05:16 PM

Package MIfuns updated to version 4.0.18 with previous version 4.0.17 dated 2010-08-31

Title: Pharmacometric tools for data preparation, modeling, simulation, and reporting
Description: Pharmacometric tools for common data preparation tasks, stratified bootstrap resampling of data sets, NONMEM control stream creation/editing, NONMEM model execution, creation of standard and user-defined diagnostic plots, execution and summary of bootstrap and predictive check results, implementation of simulations from posterior parameter distributions, reporting of output tables and creation of a detailed analysis log.
Author: Metrum Institute (http://metruminstitute.org): Bill Knebel, Leonid Gibianski, Tim Bergsma
Maintainer: Tim Bergsma

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August 31, 2010 05:16 PM

Package scape updated to version 1.1-0 with previous version 1.0-9 dated 2009-04-21

Title: Statistical Catch-at-Age Plotting Environment
Description: Import and plot results from statistical catch-at-age models, used in fisheries stock assessments.
Author: Arni Magnusson
Maintainer: Arni Magnusson

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More information about scape at CRAN

August 31, 2010 04:16 PM

Package rworldmap updated to version 0.110 with previous version 0.107 dated 2010-02-03

Title: For mapping global data : rworldmap
Description: Enables mapping of country level and gridded user datasets.
Author: , with contributions from Joe Scutt-Phillips, Barry Rowlingson, Roger Bivand & Pru Foster
Maintainer: Andy South

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More information about rworldmap at CRAN

August 31, 2010 04:16 PM

Package rjags updated to version 2.1.0-7 with previous version 2.1.0-6 dated 2010-07-29

Title: Bayesian graphical models using MCMC
Description: Interface to the JAGS MCMC library
Author: Martyn Plummer
Maintainer: Martyn Plummer

Diff between rjags versions 2.1.0-6 dated 2010-07-29 and 2.1.0-7 dated 2010-08-31

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More information about rjags at CRAN

August 31, 2010 04:16 PM

Package pomp updated to version 0.32-5 with previous version 0.32-1 dated 2010-08-24

Title: Statistical inference for partially observed Markov processes
Description: Inference methods for partially-observed Markov processes
Author: Aaron A. King, Edward L. Ionides, Carles Breto, Steve Ellner, Bruce Kendall, Helen Wearing, Matthew J. Ferrari, Michael Lavine, Daniel C. Reuman
Maintainer: Aaron A. King

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More information about pomp at CRAN

August 31, 2010 04:16 PM

Package PairViz updated to version 1.1 with previous version 1.0 dated 2008-10-28

Title: Visualization using Eulerian tours and Hamiltonian decompositions
Description: Eulerian tours and Hamiltonian decompositions of complete graphs are used to ameliorate order effects in statistical graphics.
Author: C.B. Hurley and R.W. Oldford
Maintainer: Catherine Hurley

Diff between PairViz versions 1.0 dated 2008-10-28 and 1.1 dated 2010-08-31

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More information about PairViz at CRAN

August 31, 2010 04:16 PM

New package CFL with initial version 0.1

Package: CFL
Type: Package
Title: Compensatory Fuzzy Logic
Version: 0.1
Date: 2010-08-17
Author: Pablo Michel Marin Ortega, Kornelius Rohmeyer
Maintainer: Pablo Michel Marin Ortega
Description: The main results on this project are: a package to analyze the data based on compensatory fuzzy logic algorithms and a reasoner for the compensatory fuzzy logic.
License: Unlimited
LazyLoad: yes
Suggests: RUnit
Packaged: 2010-08-31 09:41:16 UTC; pablo
Repository: CRAN
Date/Publication: 2010-08-31 16:02:56

More information about CFL at CRAN

August 31, 2010 04:16 PM

Package modehunt updated to version 1.0.5 with previous version 1.0.4 dated 2009-03-04

Title: Multiscale Analysis for Density Functions
Description: Given independent and identically distributed observations X(1), ..., X(n) from a density f, this package provides five methods to perform a multiscale analysis about f as well as the necessary critical values. The first method, introduced in Duembgen and Walther (2008), provides simultaneous confidence statements for the existence and location of local increases (or decreases) of f, based on all intervals I(all) spanned by any two observations X(j), X(k). The second method approximates the latter approach by using only a subset of I(all) and is therefore computationally much more efficient, but asymptotically equivalent. Omitting the additive correction term Gamma in either method offers another two approaches which are more powerful on small scales and less powerful on large scales, however, not asymptotically minimax optimal anymore. Finally, the block procedure is a compromise between adding Gamma or not, having intermediate power properties. The latter is again asymptotically equivalent to the first and was introduced in Rufibach and Walther (2010).
Author: Kaspar Rufibach and Guenther Walther
Maintainer: Kaspar Rufibach

Diff between modehunt versions 1.0.4 dated 2009-03-04 and 1.0.5 dated 2010-08-31

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More information about modehunt at CRAN

August 31, 2010 08:16 AM

Package OrdFacReg updated to version 1.0.2 with previous version 1.0.1 dated 2009-09-28

Title: Least squares, logistic, and Cox-regression with ordered predictors
Description: In biomedical studies, researchers are often interested in assessing the association between one or more ordinal explanatory variables and an outcome variable, at the same time adjusting for covariates of any type. The outcome variable may be continuous, binary, or represent censored survival times. In the absence of a precise knowledge of the response function, using monotonicity constraints on the ordinal variables improves efficiency in estimating parameters, especially when sample sizes are small. This package implements an active set algorithm that efficiently computes such estimators.
Author: Kaspar Rufibach
Maintainer: Kaspar Rufibach

Diff between OrdFacReg versions 1.0.1 dated 2009-09-28 and 1.0.2 dated 2010-08-31

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More information about OrdFacReg at CRAN

August 31, 2010 08:16 AM

Package MIfuns updated to version 4.0.17 with previous version 4.0.16 dated 2010-08-28

Title: Pharmacometric tools for data preparation, modeling, simulation, and reporting
Description: Pharmacometric tools for common data preparation tasks, stratified bootstrap resampling of data sets, NONMEM control stream creation/editing, NONMEM model execution, creation of standard and user-defined diagnostic plots, execution and summary of bootstrap and predictive check results, implementation of simulations from posterior parameter distributions, reporting of output tables and creation of a detailed analysis log.
Author: Metrum Institute (http://metruminstitute.org): Bill Knebel, Leonid Gibianski, Tim Bergsma
Maintainer: Tim Bergsma

Diff between MIfuns versions 4.0.16 dated 2010-08-28 and 4.0.17 dated 2010-08-31

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More information about MIfuns at CRAN

August 31, 2010 07:16 AM

Package GenABEL updated to version 1.6-4 with previous version 1.6-2 dated 2010-08-08

Title: genome-wide SNP association analysis
Description: a package for genome-wide association analysis between quantitative or binary traits and single-nucleiotide polymorphisms (SNPs).
Author: Yurii Aulchenko, Maksim Struchalin
Maintainer: Yurii Aulchenko

Diff between GenABEL versions 1.6-2 dated 2010-08-08 and 1.6-4 dated 2010-08-31

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More information about GenABEL at CRAN

August 31, 2010 07:16 AM

Journal of Statistical Software

LinkCluE: A MATLAB Package for Link-Based Cluster Ensembles

Vol. 36, Issue 9, Aug 2010

Abstract:

Cluster ensembles have emerged as a powerful meta-learning paradigm that provides improved accuracy and robustness by aggregating several input data clusterings. In particular, link-based similarity methods have recently been introduced with superior performance to the conventional co-association approach. This paper presents a MATLAB package, LinkCluE, that implements the link-based cluster ensemble framework. A variety of functional methods for evaluating clustering results, based on both internal and external criteria, are also provided. Additionally, the underlying algorithms together with the sample uses of the package with interesting real and synthetic datasets are demonstrated herein.

by Natthakan Iam-on, Simon Garrett at August 31, 2010 07:00 AM

vrmlgen: An R Package for 3D Data Visualization on the Web

Vol. 36, Issue 8, Aug 2010

Abstract:

The 3-dimensional representation and inspection of complex data is a frequently used strategy in many data analysis domains. Existing data mining software often lacks functionality that would enable users to explore 3D data interactively, especially if one wishes to make dynamic graphical representations directly viewable on the web.

In this paper we present vrmlgen, a software package for the statistical programming language R to create 3D data visualizations in web formats like the Virtual Reality Markup Language (VRML) and LiveGraphics3D. vrmlgen can be used to generate 3D charts and bar plots, scatter plots with density estimation contour surfaces, and visualizations of height maps, 3D object models and parametric functions. For greater flexibility, the user can also access low-level plotting methods through a unified interface and freely group different function calls together to create new higher-level plotting methods. Additionally, we present a web tool allowing users to visualize 3D data online and test some of vrmlgen's features without the need to install any software on their computer.

by Enrico Glaab, Jonathan M. Garibaldi, Natalio Krasnogor at August 31, 2010 07:00 AM

CRANberries

Package tkrplot updated to version 0.0-19 with previous version 0.0-18 dated 2008-04-01

Title: TK Rplot
Description: simple mechanism for placing R graphics in a Tk widget
Author: Luke Tierney
Maintainer: Luke Tierney

Diff between tkrplot versions 0.0-18 dated 2008-04-01 and 0.0-19 dated 2010-08-31

 DESCRIPTION      |    6 ++++--
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More information about tkrplot at CRAN

August 31, 2010 06:16 AM

Package testthat updated to version 0.3 with previous version 0.2 dated 2010-07-25

Title: Testthat code. Tools to make testing fun :)
Description: A testing package specifically tailored for R that's fun, flexible and easy to set up.
Author: Hadley Wickham
Maintainer: Hadley Wickham

Diff between testthat versions 0.2 dated 2010-07-25 and 0.3 dated 2010-08-31

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More information about testthat at CRAN

August 31, 2010 06:16 AM

Package smoothtail updated to version 2.0.0 with previous version 1.1.4 dated 2009-10-15

Title: Smooth Estimation of GPD Shape Parameter
Description: Given independent and identically distributed observations X(1), ..., X(n) from a Generalized Pareto distribution with shape parameter gamma in [-1,0], this package offers several estimates to compute estimates of gamma. The estimates are based on the principle of replacing the order statistics by quantiles of a distribution function based on a log--concave density function. This procedure is justified by the fact that the GPD density is log--concave for gamma in [-1,0].
Author: Kaspar Rufibach and Samuel Mueller
Maintainer: Kaspar Rufibach

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More information about smoothtail at CRAN

August 31, 2010 06:16 AM

New package rmac with initial version 0.9

Package: rmac
Type: Package
Title: calculate RMAC or FMAC agreement coefficients
Version: 0.9
Date: 2010-06-02
Author: Jennifer Kirk
Maintainer: Jennifer Kirk
Depends: boot
Description: Calculate Cohen's kappa, Scott's Pi, or the RMAC concordance correlation coefficient
License: GPL-2
Packaged: 2010-08-27 20:40:54 UTC; kirkjl
Repository: CRAN
Date/Publication: 2010-08-31 05:57:28

More information about rmac at CRAN

August 31, 2010 06:16 AM

Package paleoTS updated to version 0.3-3 with previous version 0.3-2 dated 2010-05-08

Title: Modeling evolution in paleontological time-series
Description: This package facilitates analysis of paleontological sequences of trait values from an evolving lineage. Functions are provided to fit, using maximum likelihood, evolutionary models including unbiased random walks, directional evolution, stasis, and Ornstein-Uhlenbeck models. Newly added since version (0.3-1) are functions to analyze punctuations and models in which evolutionary dynamics change over the course of a time-series of trait values.
Author: Gene Hunt
Maintainer: Gene Hunt

Diff between paleoTS versions 0.3-2 dated 2010-05-08 and 0.3-3 dated 2010-08-31

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More information about paleoTS at CRAN

August 31, 2010 06:16 AM

Package lossDev updated to version 0.9.4 with previous version 0.9.3 dated 2010-07-06

Title: Robust Loss Development Using MCMC
Description: Loss Development for Insurance Triangles
Author: Christopher W. Laws, Frank A. Schmid
Maintainer: Christopher W. Laws

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 man/standardDeviationOfCalendarYearEffect.Rd                                        |    9 
 man/standardDeviationOfExposureGrowth,AnnualAggLossDevModelOutput-method.Rd         |    6 
 man/standardDeviationOfExposureGrowth.Rd                                            |    1 
 man/standardDeviationVsDevelopmentTime.Rd                                           |    1 
 man/stochasticInflation,AnnualAggLossDevModelOutput-method.Rd                       |    6 
 man/stochasticInflation.Rd                                                          |    7 
 man/stochasticInflationRhoParameter,AnnualAggLossDevModelOutput-method.Rd           |    6 
 man/stochasticInflationRhoParameter.Rd                                              |    7 
 man/stochasticInflationStationaryMean,AnnualAggLossDevModelOutput-method.Rd         |    6 
 man/stochasticInflationStationaryMean.Rd                                            |    7 
 man/tailFactor,BreakAnnualAggLossDevModelOutput-method.Rd                           |    4 
 man/tailFactor,BreakAnnualAggLossDevModelOutputWithZeros-method.Rd                  |   10 
 man/tailFactor,StandardAnnualAggLossDevModelOutput-method.Rd                        |    4 
 man/tailFactor,StandardAnnualAggLossDevModelOutputWithZeros-method.Rd               |   10 
 man/tailFactor.Rd                                                                   |    5 
 man/triResi,AnnualAggLossDevModelOutput-method.Rd                                   |    4 
 man/triResi.Rd                                                                      |    5 
 src/Makevars.win                                                                    |   98 
 src/distributions/DSpline.cpp                                                       |  684 
 src/distributions/DSpline.h                                                         |  446 
 src/samplers/ExpandableArray.cpp                                                    |  142 
 src/samplers/ExpandableArray.h                                                      |   94 
 src/samplers/Knots.cpp                                                              | 1280 
 src/samplers/Knots.h                                                                |  266 
 src/samplers/RJumpSpline.cpp                                                        | 1548 
 src/samplers/RJumpSpline.h                                                          |  378 
 src/samplers/RJumpSplineFactory.cpp                                                 |  272 
 src/samplers/RJumpSplineFactory.h                                                   |  130 
 src/samplers/lapack.h                                                               |  180 
 187 files changed, 589478 insertions(+), 589541 deletions(-)

More information about lossDev at CRAN

August 31, 2010 06:16 AM