Tue, 27 Nov 2018

Package LSAfun updated to version 0.5.3 with previous version 0.5.2 dated 2018-03-29

Title: Applied Latent Semantic Analysis (LSA) Functions
Description: Provides functions that allow for convenient working with latent semantic analysis (LSA) and other vector space models of semantics. For actually building a vector semantic space, use the package 'lsa' or other specialized software. Downloadable semantic spaces can be found here: <https://sites.google.com/site/fritzgntr/software-resources> A description of the LSA algorithm can be found in Landauer and Dumais (1997) <doi:10.1037/0033-295X.104.2.211> .
Author: Fritz Guenther [aut, cre]
Maintainer: Fritz Guenther <fritz.guenther@uni-tuebingen.de>

Diff between LSAfun versions 0.5.2 dated 2018-03-29 and 0.5.3 dated 2018-11-27

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Package CARRoT updated to version 1.5.0 with previous version 1.0.0 dated 2018-06-30

Title: Predicting Categorical and Continuous Outcomes Using One in Ten Rule
Description: Predicts categorical or continuous outcomes while concentrating on four key points. These are Cross-validation, Accuracy, Regression and Rule of Ten or "one in ten rule" (CARRoT). It performs the cross-validation specified number of times by partitioning the input into training and test set and fitting linear/multinomial/binary regression models to the training set. All regression models satisfying a rule of ten events per variable are fitted and the ones with the best predictive power are given as an output. Best predictive power is understood as highest accuracy in case of binary/multinomial outcomes, smallest absolute and relative errors in case of continuous outcomes. For binary case there is also an option of finding a regression model which gives the highest AUROC (Area Under Receiver Operating Curve) value. The option of parallel toolbox is also available. Methods are described in Peduzzi et al. (1996) <doi:10.1016/S0895-4356(96)00236-3> and Rhemtulla et al. (2012) <doi:10.1037/a0029315>.
Author: Alina Bazarova [aut, cre], Marko Raseta [aut]
Maintainer: Alina Bazarova <a.bazarova@bham.ac.uk>

Diff between CARRoT versions 1.0.0 dated 2018-06-30 and 1.5.0 dated 2018-11-27

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New package TAShiny with initial version 0.1.0
Package: TAShiny
Type: Package
Title: 'Text Analyzer Shiny'
Version: 0.1.0
Author: Kartikeya Bolar
Maintainer: Kartikeya Bolar <kartikeya.bolar@tapmi.edu.in>
Description: Interactive shiny application for working with textmining and text analytics. Various visualizations are provided.
License: GPL-2
Encoding: UTF-8
LazyData: TRUE
Depends: R (>= 3.0.3)
Imports: shiny,igraph,tm,SnowballC,dplyr,wordcloud2
RoxygenNote: 6.1.0
NeedsCompilation: no
Packaged: 2018-11-17 10:28:27 UTC; KARTIKEYA
Repository: CRAN
Date/Publication: 2018-11-27 17:30:03 UTC

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New package RDFTensor with initial version 1.0
Package: RDFTensor
Type: Package
Title: Different Tensor Factorization (Decomposition) Techniques for RDF Tensors (Three-Mode-Tensors)
Version: 1.0
Date: 2018-11-16
Author: Abdelmoneim Amer Desouki
Maintainer: Abdelmoneim Amer Desouki <desouki@mail.upb.de>
Depends: R (>= 3.2.0), Matrix, methods, pracma
Description: Different Tensor Factorization techniques suitable for RDF Tensors. RDF Tensors are three-mode-tensors, binary tensors and usually very sparse. Currently implemented methods are 'RESCAL' Maximilian Nickel, Volker Tresp, and Hans-Peter Kriegel (2012) <doi:10.1145/2187836.2187874>, 'NMU' Daniel D. Lee and H. Sebastian Seung (1999) <doi:10.1038/44565>, 'ALS', Alternating Least Squares 'parCube' Papalexakis, Evangelos, C. Faloutsos, and N. Sidiropoulos (2012) <doi:10.1007/978-3-642-33460-3_39>, 'CP_APR' C. Chi and T. G. Kolda (2012) <doi:10.1137/110859063>. The code is mostly converted from MATLAB and Python implementations of these methods. The package also contains functions to get Boolean (Binary) transformation of the real-number-decompositions. These methods also are for general tensors, so with few modifications they can be applied for other types of tensor.
License: GPL-3
NeedsCompilation: no
Packaged: 2018-11-17 04:55:34 UTC; Abdelmonem
Repository: CRAN
Date/Publication: 2018-11-27 17:20:03 UTC

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Package easyanova updated to version 6.0 with previous version 5.0 dated 2017-11-16

Title: Analysis of Variance and Other Important Complementary Analyses
Description: Perform analysis of variance and other important complementary analyses. The functions are easy to use. Performs analysis in various designs, with balanced and unbalanced data.
Author: Emmanuel Arnhold
Maintainer: Emmanuel Arnhold <emmanuelarnhold@yahoo.com.br>

Diff between easyanova versions 5.0 dated 2017-11-16 and 6.0 dated 2018-11-27

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Package AnaCoDa updated to version 0.1.2.1 with previous version 0.1.2 dated 2018-09-14

Title: Analysis of Codon Data under Stationarity using a Bayesian Framework
Description: Is a collection of models to analyze genome scale codon data using a Bayesian framework. Provides visualization routines and checkpointing for model fittings. Currently published models to analyze gene data for selection on codon usage based on Ribosome Overhead Cost (ROC) are: ROC (Gilchrist et al. (2015) <doi:10.1093/gbe/evv087>), and ROC with phi (Wallace & Drummond (2013) <doi:10.1093/molbev/mst051>). In addition 'AnaCoDa' contains three currently unpublished models. The FONSE (First order approximation On NonSense Error) model analyzes gene data for selection on codon usage against of nonsense error rates. The PA (PAusing time) and PANSE (PAusing time + NonSense Error) models use ribosome footprinting data to analyze estimate ribosome pausing times with and without nonsense error rate from ribosome footprinting data.
Author: Cedric Landerer [aut, cre], Gabriel Hanas [ctb], Jeremy Rogers [ctb], Alex Cope [ctb], Denizhan Pak [ctb]
Maintainer: Cedric Landerer <cedric.landerer@gmail.com>

Diff between AnaCoDa versions 0.1.2 dated 2018-09-14 and 0.1.2.1 dated 2018-11-27

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Package trafo updated to version 1.0.1 with previous version 1.0.0 dated 2018-07-30

Title: Estimation, Comparison and Selection of Transformations
Description: Estimation, selection and comparison of several families of transformations. The families of transformations included in the package are the following: Bickel-Doksum (Bickel and Doksum 1981 <doi:10.2307/2287831>), Box-Cox, Dual (Yang 2006 <doi:10.1016/j.econlet.2006.01.011>), Glog (Durbin et al. 2002 <doi:10.1093/bioinformatics/18.suppl_1.S105>), gpower (Kelmansky et al. 2013 <doi:10.1515/sagmb-2012-0030>), Log, Log-shift opt (Feng et al. 2016 <doi:10.1002/sta4.104>), Manly, modulus (John and Draper 1980 <doi:10.2307/2986305>), Neglog (Whittaker et al. 2005 <doi:10.1111/j.1467-9876.2005.00520.x>), Reciprocal and Yeo-Johnson. The package simplifies to compare linear models with untransformed and transformed dependent variable as well as linear models where the dependent variable is transformed with different transformations. Furthermore, the package employs maximum likelihood approaches, moments optimization and divergence minimization to estimate the optimal transformation parameter.
Author: Lily Medina [aut], Piedad Castro [aut], Ann-Kristin Kreutzmann [aut, cre], Natalia Rojas-Perilla [aut]
Maintainer: Ann-Kristin Kreutzmann <ann-kristin.kreutzmann@fu-berlin.de>

Diff between trafo versions 1.0.0 dated 2018-07-30 and 1.0.1 dated 2018-11-27

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Package TeachNet updated to version 0.7.1 with previous version 0.7 dated 2014-01-06

Title: Fits Neural Networks to Learn About Backpropagation
Description: Can fit neural networks with up to two hidden layer and two different error functions. Also able to handle a weight decay. But just able to compute one output neuron and very slow.
Author: Georg Steinbuss
Maintainer: Georg Steinbuss <gspam@steinbuss.de>

Diff between TeachNet versions 0.7 dated 2014-01-06 and 0.7.1 dated 2018-11-27

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Package HCmodelSets updated to version 0.2.1 with previous version 0.1.1 dated 2018-07-05

Title: Regression with a Large Number of Potential Explanatory Variables
Description: Software for performing the reduction, exploratory and model selection phases of the procedure proposed by Cox, D.R. and Battey, H.S. (2017) <doi:10.1073/pnas.1703764114> for sparse regression when the number of potential explanatory variables far exceeds the sample size. The software supports linear regression, likelihood-based fitting of generalized linear regression models and the proportional hazards model fitted by partial likelihood.
Author: H. H. Hoeltgebaum
Maintainer: H. H. Hoeltgebaum <hh3015@ic.ac.uk>

Diff between HCmodelSets versions 0.1.1 dated 2018-07-05 and 0.2.1 dated 2018-11-27

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Package nowcasting updated to version 1.0.0 with previous version 0.1.3 dated 2018-04-25

Title: Predicting Economic Variables using Dynamic Factor Models
Description: It contains the tools to implement dynamic factor models to forecast economic variables. The user will be able to construct pseudo real time vintages, use information criteria for determining the number of factors and shocks, estimate the model, and visualize results among other things.
Author: Daiane Marcolino de Mattos [aut, cre], Pedro Costa Ferreira [aut], Serge de Valk [aut], Guilherme Branco Gomes [aut]
Maintainer: Daiane Marcolino de Mattos <daiane.mattos@fgv.br>

Diff between nowcasting versions 0.1.3 dated 2018-04-25 and 1.0.0 dated 2018-11-27

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Package sfsmisc updated to version 1.1-3 with previous version 1.1-2 dated 2018-03-05

Title: Utilities from 'Seminar fuer Statistik' ETH Zurich
Description: Useful utilities ['goodies'] from Seminar fuer Statistik ETH Zurich, some of which were ported from S-plus in the 1990's. For graphics, have pretty (Log-scale) axes, an enhanced Tukey-Anscombe plot, combining histogram and boxplot, 2d-residual plots, a 'tachoPlot()', pretty arrows, etc. For robustness, have a robust F test and robust range(). For system support, notably on Linux, provides 'Sys.*()' functions with more access to system and CPU information. Finally, miscellaneous utilities such as simple efficient prime numbers, integer codes, Duplicated(), toLatex.numeric() and is.whole().
Author: Martin Maechler [aut, cre] (<https://orcid.org/0000-0002-8685-9910>), Werner Stahel [ctb] (Functions: compresid2way(), f.robftest(), last(), p.scales(), p.dnorm()), Andreas Ruckstuhl [ctb] (Functions: p.arrows(), p.profileTraces(), p.res.2x()), Christian Keller [ctb] (Functions: histBxp(), p.tachoPlot()), Kjetil Halvorsen [ctb] (Functions: KSd(), ecdf.ksCI()), Alain Hauser [ctb] (Functions: cairoSwd(), is.whole(), toLatex.numeric()*), Christoph Buser [ctb] (to function Duplicated()), Lorenz Gygax [ctb] (to function p.res.2fact()), Bill Venables [ctb] (Functions: empty.dimnames(), primes()), Tony Plate [ctb] (to inv.seq()), Isabelle Flückiger [ctb], Marcel Wolbers [ctb], Markus Keller [ctb], Sandrine Dudoit [ctb], Jane Fridlyand [ctb], Greg Snow [ctb] (to loessDemo()), Henrik Aa. Nielsen [ctb] (to loessDemo()), Vincent Carey [ctb], Ben Bolker [ctb], Philippe Grosjean [ctb], Frédéric Ibanez [ctb], Caterina Savi [ctb], Charles Geyer [ctb], Jens Oehlschlägel [ctb]
Maintainer: Martin Maechler <maechler@stat.math.ethz.ch>

Diff between sfsmisc versions 1.1-2 dated 2018-03-05 and 1.1-3 dated 2018-11-27

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Package pseudorank updated to version 0.3.8 with previous version 0.3.7 dated 2018-10-04

Title: Pseudo-Ranks
Description: Efficient calculation of pseudo-ranks and (pseudo)-rank based test statistics. In case of equal sample sizes, pseudo-ranks and mid-ranks are equal. When used for inference mid-ranks may lead to paradoxical results. Pseudo-ranks are in general not affected by such a problem. For details, see Brunner, E., Bathke A. C. and Konietschke, F: Rank- and Pseudo-Rank Procedures in Factorial Designs - Using R and SAS, Springer Verlag, to appear.
Author: Martin Happ [aut, cre] (<https://orcid.org/0000-0003-0009-2665>), Georg Zimmermann [aut], Arne C. Bathke [aut], Edgar Brunner [aut]
Maintainer: Martin Happ <martin.happ@aon.at>

Diff between pseudorank versions 0.3.7 dated 2018-10-04 and 0.3.8 dated 2018-11-27

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Package IRdisplay updated to version 0.6.3 with previous version 0.6.1 dated 2018-11-11

Title: 'Jupyter' Display Machinery
Description: An interface to the rich display capabilities of 'Jupyter' front-ends (e.g. 'Jupyter Notebook') <https://jupyter.org>. Designed to be used from a running 'IRkernel' session <https://irkernel.github.io>.
Author: Thomas Kluyver [aut, cph], Philipp Angerer [aut, cph, cre] (<https://orcid.org/0000-0002-0369-2888>), Jan Schulz [aut, cph]
Maintainer: Philipp Angerer <phil.angerer@gmail.com>

Diff between IRdisplay versions 0.6.1 dated 2018-11-11 and 0.6.3 dated 2018-11-27

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Package StatDA updated to version 1.7 with previous version 1.6.9 dated 2015-04-27

Title: Statistical Analysis for Environmental Data
Description: Several tools are provided for the statistical analysis of environmental data.
Author: Peter Filzmoser
Maintainer: Peter Filzmoser <P.Filzmoser@tuwien.ac.at>

Diff between StatDA versions 1.6.9 dated 2015-04-27 and 1.7 dated 2018-11-27

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Permanent link

Package processanimateR updated to version 1.0.0 with previous version 0.3.1 dated 2018-11-02

Title: Process Map Token Replay Animation
Description: Token replay animation for process maps created with 'processmapR' by using SVG animations ('SMIL') and the 'htmlwidget' package.
Author: Felix Mannhardt [aut, cre], Gert Janssenswillen [ctb]
Maintainer: Felix Mannhardt <felix.mannhardt@sintef.no>

Diff between processanimateR versions 0.3.1 dated 2018-11-02 and 1.0.0 dated 2018-11-27

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Package repr updated to version 0.18 with previous version 0.17 dated 2018-11-07

Title: Serializable Representations
Description: String and binary representations of objects for several formats / mime types.
Author: Philipp Angerer [aut, cre], Thomas Kluyver [aut], Jan Schulz [aut], abielr [ctb], Denilson Figueiredo de Sa [ctb], Jim Hester [ctb], karldw [ctb], Dave Foster [ctb], Carson Sievert [ctb]
Maintainer: Philipp Angerer <phil.angerer@gmail.com>

Diff between repr versions 0.17 dated 2018-11-07 and 0.18 dated 2018-11-27

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More information about repr at CRAN
Permanent link

Package tsibble updated to version 0.6.0 with previous version 0.5.3 dated 2018-10-10

Title: Tidy Temporal Data Frames and Tools
Description: Provides a 'tbl_ts' class (the 'tsibble') to store and manage temporal data in a data-centric format, which is built on top of the 'tibble'. The 'tsibble' aims at easily manipulating and analysing temporal data, including counting and filling time gaps, aggregate over calendar periods, performing rolling window calculations, and etc.
Author: Earo Wang [aut, cre] (<https://orcid.org/0000-0001-6448-5260>), Di Cook [aut, ths] (<https://orcid.org/0000-0002-3813-7155>), Rob Hyndman [aut, ths] (<https://orcid.org/0000-0002-2140-5352>), Mitchell O'Hara-Wild [ctb]
Maintainer: Earo Wang <earo.wang@gmail.com>

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Package SpatialGraph updated to version 1.0-2 with previous version 1.0-1 dated 2018-11-02

Title: SpatialGraph Class
Description: Provision of the S4 SpatialGraph class built on top of objects provided by 'igraph' and 'sp' packages, and associated utilities. See the documentation of the SpatialGraph-class within this package for further description. An example of how from a few points one can arrive to a SpatialGraph is provided in the function sl2sg().
Author: Javier Garcia-Pintado
Maintainer: Javier Garcia-Pintado <jgarciapintado@marum.de>

Diff between SpatialGraph versions 1.0-1 dated 2018-11-02 and 1.0-2 dated 2018-11-27

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Package landsepi updated to version 0.0.5 with previous version 0.0.4 dated 2018-04-10

Title: Landscape Epidemiology and Evolution
Description: A spatio-temporal stochastic model to assess resistance deployment strategies against plant pathogens. The model is based on stochastic geometry for describing the landscape and the resistant hosts, a dispersal kernel for the dissemination of the pathogen, and a SEIR (Susceptible-Exposed-Infectious-Removed) architecture to simulate plant response to disease. Loup Rimbaud, Julien Papaïx, Jean-François Rey, Luke G Barrett, Peter H Thrall (2018) <doi:10.1371/journal.pcbi.1006067>.
Author: Loup Rimbaud [aut], Julien Papaix [aut], Jean-Francois Rey [cre]
Maintainer: Jean-Francois Rey <jean-francois.rey@inra.fr>

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Package DistributionUtils updated to version 0.6-0 with previous version 0.5-1 dated 2012-04-13

Title: Distribution Utilities
Description: Utilities are provided which are of use in the packages I have developed for dealing with distributions. Currently these packages are GeneralizedHyperbolic, VarianceGamma, and SkewHyperbolic and NormalLaplace. Each of these packages requires DistributionUtils. Functionality includes sample skewness and kurtosis, log-histogram, tail plots, moments by integration, changing the point about which a moment is calculated, functions for testing distributions using inversion tests and the Massart inequality. Also includes an implementation of the incomplete Bessel K function.
Author: David Scott <d.scott@auckland.ac.nz>
Maintainer: David Scott <d.scott@auckland.ac.nz>

Diff between DistributionUtils versions 0.5-1 dated 2012-04-13 and 0.6-0 dated 2018-11-27

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New package plot.matrix with initial version 1.0
Package: plot.matrix
Type: Package
Title: Visualizes a Matrix as Heatmap
Version: 1.0
Date: 2018-11-15
Author: Sigbert Klinke
Maintainer: Sigbert Klinke <sigbert@hu-berlin.de>
Description: Visualizes a matrix object plainly as heatmap. It provides a single S3 function plot for matrices.
License: GPL-3
RoxygenNote: 6.1.0
NeedsCompilation: no
Packaged: 2018-11-15 12:00:52 UTC; sigbert
Repository: CRAN
Date/Publication: 2018-11-27 09:20:03 UTC

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Package lasso2 updated to version 1.2-20 with previous version 1.2-19 dated 2014-05-31

Title: L1 Constrained Estimation aka `lasso'
Description: Routines and documentation for solving regression problems while imposing an L1 constraint on the estimates, based on the algorithm of Osborne et al. (1998).
Author: Justin Lokhorst, Bill Venables and Berwin Turlach; port to R, tests etc: Martin Maechler <maechler@stat.math.ethz.ch>
Maintainer: Berwin Turlach <Berwin.Turlach@gmail.com>

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Package gllm updated to version 0.37 with previous version 0.35 dated 2013-10-31

Title: Generalised log-Linear Model
Description: Routines for log-linear models of incomplete contingency tables, including some latent class models, via EM and Fisher scoring approaches. Allows bootstrapping. See Espeland and Hui (1987) <doi:10.2307/2531553> for general approach.
Author: David Duffy <David.Duffy@qimr.edu.au>. C code in emgllmfitter by Andreas Borg <borg@imbei.uni-mainz.de>
Maintainer: David Duffy <David.Duffy@qimrberghofer.edu.au>

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Package CUB updated to version 1.1.3 with previous version 1.1.2 dated 2018-02-08

Title: A Class of Mixture Models for Ordinal Data
Description: For ordinal rating data, estimate and test models within the family of CUB models and their extensions (where CUB stands for Combination of a discrete Uniform and a shifted Binomial distributions). Simulation routines, plotting facilities and fitting measures are also provided.
Author: Maria Iannario <maria.iannario@unina.it>, Domenico Piccolo <domenico.piccolo@unina.it>, Rosaria Simone <rosaria.simone@unina.it>
Maintainer: Rosaria Simone <rosaria.simone@unina.it>

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Package FRESA.CAD updated to version 3.1.0 with previous version 3.0.0 dated 2018-02-01

Title: Feature Selection Algorithms for Computer Aided Diagnosis
Description: Contains a set of utilities for building and testing statistical models (linear, logistic,ordinal or COX) for Computer Aided Diagnosis/Prognosis applications. Utilities include data adjustment, univariate analysis, model building, model-validation, longitudinal analysis, reporting and visualization.
Author: Jose Gerardo Tamez-Pena, Antonio Martinez-Torteya and Israel Alanis
Maintainer: Jose Gerardo Tamez-Pena <jose.tamezpena@tec.mx>

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Package tidymodels updated to version 0.0.2 with previous version 0.0.1 dated 2018-07-27

Title: Easily Install and Load the 'Tidymodels' Packages
Description: The tidy modeling "verse" is a collection of packages for modeling and statistical analysis that share the underlying design philosophy, grammar, and data structures of the tidyverse.
Author: Kuhn Max [aut, cre], Hadley Wickham [aut], RStudio [cph, fnd]
Maintainer: Kuhn Max <max@rstudio.com>

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