Tue, 31 May 2016

Package rrecsys updated to version 0.9.5 with previous version 0.9.2 dated 2016-04-04

Title: Environment for Assessing Recommender Systems
Description: Provides implementations of several popular recommendation systems. They can process standard recommendation datasets (user/item matrix) as input and generate rating predictions and recommendation lists. Standard algorithm implementations included in this package are: Global/Item/User-Average baselines, Item-Based KNN, FunkSVD, BPR and weighted ALS. They can be assessed according to the standard offline evaluation methodology for recommender systems using measures such as MAE, RMSE, Precision, Recall, AUC, NDCG, RankScore and coverage measures. The package is intended for rapid prototyping of recommendation algorithms and education purposes.
Author: Ludovik Çoba [aut, cre, cph], Markus Zanker [ctb]
Maintainer: Ludovik Çoba <lcoba@unishk.edu.al>

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Package multiplyr updated to version 0.1.1 with previous version 0.1.0 dated 2016-05-18

Title: Data Manipulation with Parallelism and Shared Memory Matrices
Description: Provides a new form of data frame backed by shared memory matrices and a way to manipulate them. Upon creation these data frames are shared across multiple local nodes to allow for simple parallel processing.
Author: Jim Blundell [aut, cre, cph]
Maintainer: Jim Blundell <jeblundell@doctors.org.uk>

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Package miceadds updated to version 1.8-0 with previous version 1.7-8 dated 2016-02-18

Title: Some Additional Multiple Imputation Functions, Especially for 'mice'
Description: Contains some auxiliary functions for multiple imputation which complements existing functionality in R. In addition to some utility functions, main features include plausible value imputation, multilevel imputation functions, imputation using partial least squares (PLS) for high dimensional predictors, nested multiple imputation, and two-way imputation.
Author: Alexander Robitzsch [aut, cre], Simon Grund [aut], Thorsten Henke [aut]
Maintainer: Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>

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Package Fahrmeir updated to version 2016.5.31 with previous version 2015.6.25 dated 2015-06-26

Title: Data from the Book "Multivariate Statistical Modelling Based on Generalized Linear Models", First Edition, by Ludwig Fahrmeir and Gerhard Tutz
Description: Data and functions for the book "Multivariate Statistical Modelling Based on Generalized Linear Models", first edition, by Ludwig Fahrmeir and Gerhard Tutz. Useful when using the book.
Author: compiled by Kjetil B Halvorsen
Maintainer: Kjetil B Halvorsen <kjetil1001@gmail.com>

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Package BHH2 updated to version 2016.05.31 with previous version 2015.06.25 dated 2015-06-26

Title: Useful Functions for Box, Hunter and Hunter II
Description: Functions and data sets reproducing some examples in Box, Hunter and Hunter II. Useful for statistical design of experiments, especially factorial experiments.
Author: Ernesto Barrios
Maintainer: Kjetil B.Halvorsen <kjetil1001@gmail.com>

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Package dnet updated to version 1.0.9 with previous version 1.0.8 dated 2016-04-01

Title: Integrative Analysis of Omics Data in Terms of Network, Evolution and Ontology
Description: The focus of the dnet is to make sense of omics data (such as gene expression and mutations) from different angles including: integration with molecular networks, enrichments using ontologies, and relevance to gene evolutionary ages. Integration is achieved to identify a gene subnetwork from the whole gene network whose nodes/genes are labelled with informative data (such as the significant levels of differential expression or survival risks). To help make sense of identified gene networks, enrichment analysis is also supported using a wide variety of pre-compiled ontologies and phylostratific gene age information in major organisms including: human, mouse, rat, chicken, C.elegans, fruit fly, zebrafish and arabidopsis. Add-on functionalities are supports for calculating semantic similarity between ontology terms (and between genes) and for calculating network affinity based on random walk; both can be done via high-performance parallel computing.
Author: Hai Fang and Julian Gough
Maintainer: Hai Fang <hfang@well.ox.ac.uk>

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Package TAM updated to version 1.995-0 with previous version 1.99-6 dated 2016-04-15

Title: Test Analysis Modules
Description: Includes marginal maximum likelihood estimation of uni- and multidimensional item response models (Rasch, 2PL, 3PL, Generalized Partial Credit, Multi Facets, Nominal Item Response, Structured Latent Class Analysis, Mixture Distribution IRT Models, Located Latent Class Models) and joint maximum likelihood estimation for models from the Rasch family. Latent regression models and plausible value imputation are also supported.
Author: Thomas Kiefer [aut], Alexander Robitzsch [aut, cre], Margaret Wu [aut]
Maintainer: Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>

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Package MCI updated to version 1.0.2 with previous version 1.0.1 dated 2016-04-24

Title: Multiplicative Competitive Interaction (MCI) Model
Description: The Multiplicative Competitive Interaction (MCI) Model by Nakanishi & Cooper (1974) <DOI:10.2307/3151146> is an econometric model for analyzing market shares and/or market areas. The functions in this package include fitting the MCI model, the log-centering transformation of MCI datasets and tools for data preparation.
Author: Thomas Wieland
Maintainer: Thomas Wieland <thomas.wieland.geo@googlemail.com>

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New package R6Frame with initial version 0.1.0
Package: R6Frame
Type: Package
Title: R6 Wrapper for Data Frames
Version: 0.1.0
Authors@R: person("Kristian D.", "Olsen", , "kristian@doingit.no", c("aut", "cre"))
Description: Provides a R6 "frame" around data which allows one to create more complex objects/operations based on the underlying data.
License: MIT + file LICENSE
LazyData: TRUE
Depends: R (>= 3.2)
Imports: data.table (>= 1.9.6), lazyeval, R6
Suggests: dplyr, knitr, reshape2, rmarkdown, testthat, tidyr
VignetteBuilder: knitr
RoxygenNote: 5.0.1
NeedsCompilation: no
Packaged: 2016-05-31 11:57:42 UTC; Kristian
Author: Kristian D. Olsen [aut, cre]
Maintainer: Kristian D. Olsen <kristian@doingit.no>
Repository: CRAN
Date/Publication: 2016-05-31 15:18:12

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Package CDM updated to version 4.991-1 with previous version 4.8-0 dated 2016-03-10

Title: Cognitive Diagnosis Modeling
Description: Functions for cognitive diagnosis modeling and multidimensional item response modeling for dichotomous and polytomous data. This package enables the estimation of the DINA and DINO model, the multiple group (polytomous) GDINA model, the multiple choice DINA model, the general diagnostic model (GDM), the multidimensional linear compensatory item response model and the structured latent class model (SLCA).
Author: Alexander Robitzsch [aut, cre], Thomas Kiefer [aut], Ann Cathrice George [aut], Ali Uenlue [aut]
Maintainer: Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>

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Package immer updated to version 0.5-0 with previous version 0.4-0 dated 2016-03-07

Title: Item Response Models for Multiple Ratings
Description: Implements some item response models for multiple ratings, including the hierarchical rater model, conditional maximum likelihood estimation of linear logistic partial credit model and a wrapper function to the commercial FACETS program.
Author: Alexander Robitzsch [aut, cre], Jan Steinfeld [aut]
Maintainer: Alexander Robitzsch <robitzsch@ipn.uni-kiel.de>

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Package VGAMdata updated to version 1.0-2 with previous version 1.0-0 dated 2015-10-29

Title: Data Supporting the 'VGAM' Package
Description: Data sets to accompany the VGAM package and the book "Vector Generalized Linear and Additive Models: With an Implementation in R" (Yee, 2015) <DOI:10.1007/978-1-4939-2818-7>. These are used to illustrate vector generalized linear and additive models (VGLMs/VGAMs), and associated models (Reduced-Rank VGLMs, Quadratic RR-VGLMs, Row-Column Interaction Models, and constrained and unconstrained ordination models in ecology).
Author: Thomas Yee [aut, cre, cph], James Gray [dtc]
Maintainer: Thomas Yee <t.yee@auckland.ac.nz>

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New package simLife with initial version 0.2
Package: simLife
Title: Simulation of Fatigue Lifetimes
Version: 0.2
Date: 2016-05-31
Authors@R: c(person("Markus Baaske", role = c("aut", "cre"), email = "markus.baaske@math.tu-freiberg.de"), person("Felix", "Ballani", role = c("aut","ctb"), email = "ballani@math.tu-freiberg.de"))
Author: Markus Baaske [aut, cre], Felix Ballani [aut, ctb]
Maintainer: Markus Baaske <markus.baaske@math.tu-freiberg.de>
Description: Provides methods for simulation and analysis of a very general fatigue lifetime model for (metal matrix) composite materials.
Depends: R (>= 3.1.0), unfoldr
Imports: grDevices, graphics, stats, rgl, splancs, GenSA, Hmisc, lattice, parallel
License: GPL-2
Repository: CRAN
LazyData: no
RoxygenNote: 5.0.1
NeedsCompilation: yes
Packaged: 2016-05-31 08:35:33 UTC; root
Date/Publication: 2016-05-31 11:36:38

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New package rvsel with initial version 0.2.1
Package: rvsel
Type: Package
Title: Rare Variant Selection Procedure
Version: 0.2.1
Date: 2016-05-31
Author: Chunghui Lee and Hokeun Sun
Maintainer: Hokeun Sun <hsun@pusan.ac.kr>
Depends: R (>= 3.1.0)
Description: When a gene or a genetic region is significantly associated with a disease or a trait, the rare variant selection procedure is able to distinguish causal (risk or protective) rare variants from noncausal rare variants located within the same gene or the same genetic region.
License: GPL-2
Repository: CRAN
NeedsCompilation: yes
Packaged: 2016-05-31 01:45:58 UTC; root
Date/Publication: 2016-05-31 11:22:47

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Package robustbase updated to version 0.92-6 with previous version 0.92-5 dated 2015-07-22

Title: Basic Robust Statistics
Description: "Essential" Robust Statistics. Tools allowing to analyze data with robust methods. This includes regression methodology including model selections and multivariate statistics where we strive to cover the book "Robust Statistics, Theory and Methods" by 'Maronna, Martin and Yohai'; Wiley 2006.
Author: Original code by many authors, notably Peter Rousseeuw and Christophe Croux, see file 'Copyrights'; Valentin Todorov <valentin.todorov@chello.at>, Andreas Ruckstuhl <andreas.ruckstuhl@zhaw.ch>, Matias Salibian-Barrera <matias@stat.ubc.ca>, Tobias Verbeke <tobias.verbeke@openanalytics.eu>, Manuel Koller <mkoller@ispm.unibe.ch>, Martin Maechler
Maintainer: Martin Maechler <maechler@stat.math.ethz.ch>

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Package pomp updated to version 1.5 with previous version 1.4.1.1 dated 2016-03-28

Title: Statistical Inference for Partially Observed Markov Processes
Description: Tools for working with partially observed Markov processes (POMPs, AKA stochastic dynamical systems, state-space models). 'pomp' provides facilities for implementing POMP models, simulating them, and fitting them to time series data by a variety of frequentist and Bayesian methods. It is also a platform for the implementation of new inference methods.
Author: Aaron A. King [aut, cre], Edward L. Ionides [aut], Carles Breto [aut], Stephen P. Ellner [ctb], Matthew J. Ferrari [ctb], Bruce E. Kendall [ctb], Michael Lavine [ctb], Dao Nguyen [ctb], Daniel C. Reuman [ctb], Helen Wearing [ctb], Simon N. Wood [ctb], Sebastian Funk [ctb]
Maintainer: Aaron A. King <kingaa@umich.edu>

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Package PolyTrend updated to version 1.2 with previous version 1.1 dated 2016-05-12

Title: Trend Classification Algorithm
Description: This algorithm classifies the trends into linear, quadratic, cubic, concealed and no-trend types. The "concealed trends" are those trends that possess quadratic or cubic forms, but the net change from the start of the time period to the end of the time period hasn't been significant. The "no-trend" category includes simple linear trends with statistically in-significant slope coefficient.
Author: Sadegh Jamali, Hristo Tomov
Maintainer: Hristo Tomov <tomov.hristo@gmail.com>

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Package networkD3 updated to version 0.2.11 with previous version 0.2.10 dated 2016-04-12

Title: D3 JavaScript Network Graphs from R
Description: Creates 'D3' 'JavaScript' network, tree, dendrogram, and Sankey graphs from 'R'.
Author: Christopher Gandrud [aut, cre], J.J. Allaire [aut], Kenton Russell [aut], B.W. Lewis [ctb], Kevin Kuo [ctb], Charles Sese [ctb], Peter Ellis [ctb], Jonathan Owen [ctb], Jennifer Rogers [ctb]
Maintainer: Christopher Gandrud <christopher.gandrud@gmail.com>

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Package mlVAR updated to version 0.3.0 with previous version 0.1.0 dated 2015-06-10

Title: Multi-Level Vector Autoregression
Description: Compute estimates of the multivariate vector autoregression model as introduced by Bringmann et al. (2013) which can be extended through treatment effects, covariates and pre- and post-assessment effects.
Author: Sacha Epskamp, Marie K. Deserno and Laura F. Bringmann
Maintainer: Sacha Epskamp <mail@sachaepskamp.com>

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Package maSAE updated to version 0.1-5 with previous version 0.1-4 dated 2016-02-26

Title: Mandallaz' Model-Assisted Small Area Estimators
Description: An S4 implementation of the unbiased extension of the model- assisted synthetic-regression estimator proposed by Mandallaz (2013) <DOI:10.1139/cjfr-2012-0381>, Mandallaz et al. (2013) <DOI:10.1139/cjfr-2013-0181> and Mandallaz (2014) <DOI:10.1139/cjfr-2013-0449>. It yields smaller variances than the standard bias correction, the generalised regression estimator.
Author: Andreas Dominik Cullmann [aut, cre], Daniel Mandallaz [ctb], Alexander Francis Massey [ctb]
Maintainer: Andreas Dominik Cullmann <r-package_masae@arcor.de>

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Package HandTill2001 updated to version 0.2-12 with previous version 0.2-11 dated 2016-02-24

Title: Multiple Class Area under ROC Curve
Description: An S4 implementation of Eq. (3) and Eq. (7) by David J. Hand and Robert J. Till (2001) <DOI:10.1023/A:1010920819831>.
Author: Andreas Dominik Cullmann [aut, cre], Edgar Kublin [ctb]
Maintainer: Andreas Dominik Cullmann <r-package_handtill2001@arcor.de>

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Package Demerelate updated to version 0.9 with previous version 0.8-1 dated 2013-12-17

Title: Functions to Calculate Relatedness on Diploid Genetic Data
Description: Functions to calculate pairwise relatedness on diploid genetic datasets. Different estimators for relatedness can be combined with information on geographical distances. Information on heterozygosity, allele- and genotype diversity as well as genetic F-statistics are provided for each population.
Author: Philipp Kraemer [aut, cre], Gabriele Gerlach [aut]
Maintainer: Philipp Kraemer <Philipp.Kraemer@uni-oldenburg.de>

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More information about Demerelate at CRAN
Permanent link

Package strataG updated to version 1.0.5 with previous version 1.0.3 dated 2016-04-04

Title: Summaries and Population Structure Analyses of Genetic Data
Description: A toolkit for analyzing stratified population genetic data.
Author: Eric Archer [aut, cre], Paula Adams [aut], Brita Schneiders [aut]
Maintainer: Eric Archer <eric.archer@noaa.gov>

Diff between strataG versions 1.0.3 dated 2016-04-04 and 1.0.5 dated 2016-05-31

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 strataG-1.0.5/strataG/DESCRIPTION                        |   42 +-
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 strataG-1.0.5/strataG/NAMESPACE                          |   17 
 strataG-1.0.5/strataG/R/LDgenepop.R                      |   12 
 strataG-1.0.5/strataG/R/alleleFreqFormat.R               |    9 
 strataG-1.0.5/strataG/R/alleleFreqs.R                    |    8 
 strataG-1.0.5/strataG/R/alleleSplit.R                    |   84 +++-
 strataG-1.0.5/strataG/R/allelicRichness.R                |    2 
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 strataG-1.0.5/strataG/R/as.matrix.gtypes.R               |   86 +++-
 strataG-1.0.5/strataG/R/as.multidna.R                    |   13 
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 strataG-1.0.5/strataG/R/createConsensus.R                |    6 
 strataG-1.0.5/strataG/R/df2gtypes.R                      |   14 
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 strataG-1.0.5/strataG/R/evanno.R                         |   15 
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 strataG-1.0.5/strataG/R/fasta.R                          |   11 
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 145 files changed, 1614 insertions(+), 885 deletions(-)

More information about strataG at CRAN
Permanent link

Package rfPermute updated to version 2.0.1 with previous version 2.0 dated 2016-03-03

Title: Estimate Permutation p-Values for Random Forest Importance Metrics
Description: Estimate significance of importance metrics for a Random Forest model by permuting the response variable. Produces null distribution of importance metrics for each predictor variable and p-value of observed.
Author: Eric Archer [aut, cre]
Maintainer: Eric Archer <eric.archer@noaa.gov>

Diff between rfPermute versions 2.0 dated 2016-03-03 and 2.0.1 dated 2016-05-31

 rfPermute-2.0.1/rfPermute/DESCRIPTION           |   18 +++--
 rfPermute-2.0.1/rfPermute/MD5                   |   20 +++---
 rfPermute-2.0.1/rfPermute/NAMESPACE             |   18 ++++-
 rfPermute-2.0.1/rfPermute/R/impHeatmap.R        |only
 rfPermute-2.0.1/rfPermute/R/plot.rfPermute.R    |    3 
 rfPermute-2.0.1/rfPermute/R/proximity.plot.r    |   78 ++++++++++++++++--------
 rfPermute-2.0.1/rfPermute/R/rfPermute.R         |    5 -
 rfPermute-2.0.1/rfPermute/R/rfPermute.default.R |   12 ++-
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 13 files changed, 123 insertions(+), 61 deletions(-)

More information about rfPermute at CRAN
Permanent link

Package iterpc updated to version 0.3.0 with previous version 0.2.9-1 dated 2016-04-20

Title: Efficient Iterator for Permutations and Combinations
Description: A collection of iterators for generating permutations and combinations with or without replacement; with distinct items or non-distinct items (multiset). The generated sequences are in lexicographical order (dictionary order). The algorithms to generate permutations and combinations are memory efficient. These iterative algorithms enable users to process all sequences without putting all results in the memory at the same time. The algorithms are written in C/C++ for faster performances.
Author: Randy Lai [aut, cre], Martin Broadhurst [aut]
Maintainer: Randy Lai <randy.cs.lai@gmail.com>

Diff between iterpc versions 0.2.9-1 dated 2016-04-20 and 0.3.0 dated 2016-05-31

 DESCRIPTION                       |   15 +++---
 MD5                               |   34 +++++++-------
 NAMESPACE                         |    2 
 R/combination.R                   |   16 +++---
 R/iterator.R                      |   38 ++++++++++------
 R/permutation.R                   |   20 ++++----
 R/utilities.R                     |   87 ++++++++++++++++++++++++++++----------
 README.md                         |    2 
 man/getlength.Rd                  |   10 +++-
 man/iterpc.Rd                     |    2 
 man/multichoose.Rd                |    7 +--
 man/nc_multiset.Rd                |    6 +-
 man/np_multiset.Rd                |    6 +-
 src/combination.cpp               |    6 +-
 src/mbcomb/Makefile               |    5 --
 src/permutation.cpp               |    6 +-
 tests/testthat/test-combination.R |   36 +++++++--------
 tests/testthat/test-permutation.R |   35 ++++++++-------
 18 files changed, 200 insertions(+), 133 deletions(-)

More information about iterpc at CRAN
Permanent link


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