Sun, 10 May 2009

Package vbmp updated to version 1.12.0 with previous version 1.3.0 dated 2007-07-24

Author: Nicola Lama , Mark Girolami
Title: Variational Bayesian Multinomial Probit Regression
Description: Variational Bayesian Multinomial Probit Regression with Gaussian Process Priors. It estimates class membership posterior probability employing variational and sparse approximation to the full posterior. This software also incorporates feature weighting by means of Automatic Relevance Determination.

Diff between vbmp versions 1.3.0 dated 2007-07-24 and 1.12.0 dated 2009-05-10

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Package st updated to version 1.1.3 with previous version 1.1.2 dated 2009-04-26

Author: Rainer Opgen-Rhein, Verena Zuber, and Korbinian Strimmer.
Title: Shrinkage t Statistic and Correlation-Adjusted t Score
Description: This package implements the "shrinkage t" statistic introduced in Opgen-Rhein and Strimmer (2007) and a shrinkage estimate of the "correlation-adjusted t-score" (cat score) described in Zuber and Strimmer (2009). It also offers a convenient interface to a number of other regularized t-statistics commonly employed in high-dimensional case-control studies.

Diff between st versions 1.1.2 dated 2009-04-26 and 1.1.3 dated 2009-05-10

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Package rggobi updated to version 2.1.14 with previous version 2.1.13 dated 2009-05-05

Author: Duncan Temple Lang , Debby Swayne , Hadley Wickham , Michael Lawrence
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.

Diff between rggobi versions 2.1.13 dated 2009-05-05 and 2.1.14 dated 2009-05-10

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Package qvalue updated to version 1.18.0 with previous version 1.1.1 dated 2009-02-24

Author: Alan Dabney and John D. Storey , with assistance from Gregory R. Warnes
Title: Q-value estimation for false discovery rate control
Description: This package takes a list of p-values resulting from the simultaneous testing of many hypotheses and estimates their q-values. The q-value of a test measures the proportion of false positives incurred (called the false discovery rate) when that particular test is called significant. Various plots are automatically generated, allowing one to make sensible significance cut-offs. Several mathematical results have recently been shown on the conservative accuracy of the estimated q-values from this software. The software can be applied to problems in genomics, brain imaging, astrophysics, and data mining.

Diff between qvalue versions 1.1.1 dated 2009-02-24 and 1.18.0 dated 2009-05-10

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Package pomp updated to version 0.23-6 with previous version 0.23-5 dated 2009-05-04

Author: Aaron A. King, Edward L. Ionides, Carles Martinez Breto, Steve Ellner, Bruce Kendall
Title: Statistical inference for partially observed Markov processes
Description: Inference methods for partially-observed Markov processes

Diff between pomp versions 0.23-5 dated 2009-05-04 and 0.23-6 dated 2009-05-10

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Package plspm updated to version 0.1-2 with previous version 0.1-1 dated 2009-05-04

Author: Gaston Sanchez
Title: Partial Least Squares data analysis methods
Description: Partial Least Squares (PLS) methods with emphasis on structural equation models with latent variables.

Diff between plspm versions 0.1-1 dated 2009-05-04 and 0.1-2 dated 2009-05-10

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Package pamr updated to version 1.42.0 with previous version 1.33 dated 2009-04-15

Author: T. Hastie, R. Tibshirani, Balasubramanian Narasimhan, Gil Chu
Title: Pam: prediction analysis for microarrays
Description: Some functions for sample classification in microarrays

Diff between pamr versions 1.33 dated 2009-04-15 and 1.42.0 dated 2009-05-10

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New package optBiomarker with initial version 1.0-20
Package: optBiomarker
Type: Package
Title: Estimation of optimal number of biomarkers for two-group microarray based classifications at a given error tolerance level for various classification rules
Version: 1.0-20
Date: 2009-05-09
Depends: R(>= 2.6.0), rpanel,rgl
Imports: rgl,MASS, randomForest, e1071,ipred, msm
Author: Mizanur Khondoker
Maintainer: Mizanur Khondoker
Description: Estimates optimal number of biomarkers for two-group classification based on microarray data
License: GPL (>= 2)
Packaged: 2009-05-09 21:03:33 UTC; mizanur
Repository: CRAN
Date/Publication: 2009-05-10 18:54:59

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Package multtest updated to version 2.0.0 with previous version 1.23.3 dated 2009-02-15

Author: Katherine S. Pollard, Houston N. Gilbert, Yongchao Ge, Sandra Taylor, Sandrine Dudoit
Title: Resampling-based multiple hypothesis testing
Description: Non-parametric bootstrap and permutation resampling-based multiple testing procedures (including empirical Bayes methods) for controlling the family-wise error rate (FWER), generalized family-wise error rate (gFWER), tail probability of the proportion of false positives (TPPFP), and false discovery rate (FDR). Several choices of bootstrap-based null distribution are implemented (centered, centered and scaled, quantile-transformed). Single-step and step-wise methods are available. Tests based on a variety of t- and F-statistics (including t-statistics based on regression parameters from linear and survival models as well as those based on correlation parameters) are included. When probing hypotheses with t-statistics, users may also select a potentially faster null distribution which is multivariate normal with mean zero and variance covariance matrix derived from the vector influence function. Results are reported in terms of adjusted p-values, confidence regions and test statistic cutoffs. The procedures are directly applicable to identifying differentially expressed genes in DNA microarray experiments.

Diff between multtest versions 1.23.3 dated 2009-02-15 and 2.0.0 dated 2009-05-10

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Package minet updated to version 1.4.0 with previous version 1.1.7 dated 2009-01-05

Author: Patrick E. Meyer, Frederic Lafitte, Gianluca Bontempi
Title: Mutual Information Network Inference
Description: This package implements various algorithms for inferring mutual information networks from data. All the algorithms compute the mutual information matrix in order to infer a network. Several mutual information estimators are implemented.

Diff between minet versions 1.1.7 dated 2009-01-05 and 1.4.0 dated 2009-05-10

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Package mi updated to version 0.07-2 with previous version 0.07-1 dated 2009-04-29

Author: Andrew Gelman , Jennifer Hill , Masanao Yajima , Yu-Sung Su , Maria Grazia Pittau
Title: Missing Data Imputation and Model Checking
Description: Missing-data imputation and model checking

Diff between mi versions 0.07-1 dated 2009-04-29 and 0.07-2 dated 2009-05-10

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Package maanova updated to version 1.14.0 with previous version 1.13.3 dated 2009-02-13

Author: Hao Wu, modified by Hyuna Yang and Keith Sheppard with ideas from Gary Churchill, Katie Kerr and Xiangqin Cui.
Title: Tools for analyzing Micro Array experiments
Description: Analysis of N-dye Micro Array experiment using mixed model effect. Containing anlysis of variance, permutation and bootstrap, cluster and consensus tree.

Diff between maanova versions 1.13.3 dated 2009-02-13 and 1.14.0 dated 2009-05-10

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Package impute updated to version 1.16.0 with previous version 1.0-5 dated 2006-04-18

Author: Trevor Hastie, Robert Tibshirani, Balasubramanian Narasimhan, Gilbert Chu
Title: impute: Imputation for microarray data
Description: Imputation for microarray data (currently KNN only)

Diff between impute versions 1.0-5 dated 2006-04-18 and 1.16.0 dated 2009-05-10

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Package hopach updated to version 2.4.0 with previous version 2.3.0 dated 2009-02-15

Author: Katherine S. Pollard, with Mark J. van der Laan and Greg Wall
Title: Hierarchical Ordered Partitioning and Collapsing Hybrid (HOPACH)
Description: The HOPACH clustering algorithm builds a hierarchical tree of clusters by recursively partitioning a data set, while ordering and possibly collapsing clusters at each level. The algorithm uses the Mean/Median Split Silhouette (MSS) criteria to identify the level of the tree with maximally homogeneous clusters. It also runs the tree down to produce a final ordered list of the elements. The non-parametric bootstrap allows one to estimate the probability that each element belongs to each cluster (fuzzy clustering).

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Package hexbin updated to version 1.18.0 with previous version 1.17.0 dated 2008-12-04

Author: Dan Carr , ported by Nicholas Lewin-Koh and Martin Maechler
Title: Hexagonal Binning Routines
Description: Binning and plotting functions for hexagonal bins. Now uses and relies on grid graphics and formal (S4) classes and methods.

Diff between hexbin versions 1.17.0 dated 2008-12-04 and 1.18.0 dated 2009-05-10

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Package gtools updated to version 2.6.1 with previous version 2.5.0-1 dated 2009-02-19

Author: Gregory R. Warnes. Includes R source code and/or documentation contributed by Ben Bolker and Thomas Lumley
Title: Various R programming tools
Description: Various R programming tools

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Package graph updated to version 1.22.2 with previous version 1.20.0 dated 2008-11-28

Author: R. Gentleman, Elizabeth Whalen, W. Huber, S. Falcon
Title: graph: A package to handle graph data structures
Description: A package that implements some simple graph handling capabilities.

Diff between graph versions 1.20.0 dated 2008-11-28 and 1.22.2 dated 2009-05-10

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Package gpls updated to version 1.16.0 with previous version 1.3.1 dated 2006-04-15

Author: Beiying Ding
Title: Classification using generalized partial least squares
Description: Classification using generalized partial least squares for two-group and multi-group (more than 2 group) classification.

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Package gmodels updated to version 2.15.0 with previous version 2.14.1 dated 2007-12-08

Author: Gregory R. Warnes. Includes R source code and/or documentation contributed by Ben Bolker, Thomas Lumley, and Randall C Johnson. Contributions from Randall C. Johnson are Copyright (2005) SAIC-Frederick, Inc. Funded by the Intramural Research Program, of the NIH, National Cancer Institute, Center for Cancer Research under NCI Contract NO1-CO-12400.
Title: Various R programming tools for model fitting
Description: Various R programming tools for model fitting

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Package gene2pathway updated to version 1.2.0 with previous version 1.0.5.4 dated 2009-04-22

Author: Holger Froehlich , contributions by Tim Beissbarth
Title: Prediction of KEGG pathway membership for individual genes based on InterPro domain signatures
Description: The package takes a list of genes and predicts to which KEGG pathway each gene maps to. This is done by looking at the InterPro domains of each gene. Each prediction is assigned a confidence score. The package also allows to predict connected component membership of genes within signaling pathways. Separate models for each organism supported by KEGG can be trained.

Diff between gene2pathway versions 1.0.5.4 dated 2009-04-22 and 1.2.0 dated 2009-05-10

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Package fork updated to version 1.2.2 with previous version 1.2.1 dated 2007-11-27

Author: Gregory R. Warnes . Financial support for some aspects of this package provided by Metrum Research Group, LLC .
Title: R functions for handling multiple processes.
Description: These functions provides simple wrappers around the Unix process management API calls: fork, signal, wait, waitpid, kill, and _exit. This enables construction of programs that utilize and mange multiple concurrent processes. Commercial support for this package available from Random Technologies, LLC

Diff between fork versions 1.2.1 dated 2007-11-27 and 1.2.2 dated 2009-05-10

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Package ensembleBMA updated to version 4.2.1 with previous version 4.2 dated 2009-04-01

Author: Chris Fraley, Adrian E. Raftery, J. McLean Sloughter, Tilmann Gneiting, University of Washington With contributions from Bobby Yuen and Michael Polokowski
Title: Probabilistic Forecasting using Ensembles and Bayesian Model Averaging
Description: Bayesian Model Averaging to create probabilistic forecasts from ensemble forecasts and weather observations.

Diff between ensembleBMA versions 4.2 dated 2009-04-01 and 4.2.1 dated 2009-05-10

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Package effects updated to version 2.0-7 with previous version 2.0-6 dated 2009-04-23

Author: John Fox and Jangman Hong. We are grateful to Robert Andersen, David Firth, and Michael Friendly, for various suggestions.
Title: Effect Displays for Linear, Generalized Linear, Multinomial-Logit, and Proportional-Odds Logit Models
Description: Graphical and tabular effect displays, e.g., of interactions, for linear generalized linear, multinomial-logit, and proportional-odds logit models.

Diff between effects versions 2.0-6 dated 2009-04-23 and 2.0-7 dated 2009-05-10

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Package diffusionMap updated to version 0.0-2 with previous version 0.0-1 dated 2009-05-08

Author: Joseph Richards , and Ann Lee
Title: Diffusion map
Description: Implements diffusion map method of data parametrization, including creation and visualization of diffusion map and course-graining using diffusion K-means.

Diff between diffusionMap versions 0.0-1 dated 2009-05-08 and 0.0-2 dated 2009-05-10

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Package apsrtable updated to version 0.7-3 with previous version 0.7-2 dated 2009-02-26

Author: Michael Malecki
Title: apsrtable model-output formatter for social science
Description: Formats latex tables from one or more model objects side-by-side with standard errors below, not unlike tables found in such journals as the American Political Science Review.

Diff between apsrtable versions 0.7-2 dated 2009-02-26 and 0.7-3 dated 2009-05-10

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Package RLMM updated to version 1.6.0 with previous version 0.7 dated 2005-09-05

Author: Nusrat Rabbee , Gary Wong
Title: A Genotype Calling Algorithm for Affymetrix SNP Arrays
Description: A classification algorithm, based on a multi-chip, multi-SNP approach for Affymetrix SNP arrays. Using a large training sample where the genotype labels are known, this aglorithm will obtain more accurate classification results on new data. RLMM is based on a robust, linear model and uses the Mahalanobis distance for classification. The chip-to-chip non-biological variation is removed through normalization. This model-based algorithm captures the similarities across genotype groups and probes, as well as thousands other SNPs for accurate classification. NOTE: 100K-Xba only at for now.

Diff between RLMM versions 0.7 dated 2005-09-05 and 1.6.0 dated 2009-05-10

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Package RBGL updated to version 1.20.0 with previous version 1.18.0 dated 2008-11-28

Author: Vince Carey , Li Long , R. Gentleman
Title: An interface to the BOOST graph library
Description: A fairly extensive and comprehensive interface to the graph algorithms contained in the BOOST library.

Diff between RBGL versions 1.18.0 dated 2008-11-28 and 1.20.0 dated 2009-05-10

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Package LMGene updated to version 1.14.0 with previous version 1.9.1 dated 2007-12-15

Author: David Rocke, Geun Cheol Lee, and John Tillinghast.
Title: LMGene Software for Date Transformation and Identification of Differentially Expressed Genes in Gene Expression Arrays
Description: LMGene package for analysis of microarray data using a linear model and glog data transformation in the R statistical package.

Diff between LMGene versions 1.9.1 dated 2007-12-15 and 1.14.0 dated 2009-05-10

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Package Icens updated to version 1.16.0 with previous version 1.2.0 dated 2005-11-04

Author: R. Gentleman and Alain Vandal .
Title: NPMLE for Censored and Truncated Data
Description: Many functions for computing the NPMLE for censored and truncated data.

Diff between Icens versions 1.2.0 dated 2005-11-04 and 1.16.0 dated 2009-05-10

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Package CORREP updated to version 1.10.0 with previous version 1.0.1 dated 2007-03-31

Author: Dongxiao Zhu and Youjuan Li
Title: Multivariate Correlation Estimator and Statistical Inference Procedures.
Description: Multivariate correlation estimation and statistical inference. See package vignette.

Diff between CORREP versions 1.0.1 dated 2007-03-31 and 1.10.0 dated 2009-05-10

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