Wed, 01 Apr 2020

Package pivottabler updated to version 1.3.1 with previous version 1.3.0 dated 2020-02-03

Title: Create Pivot Tables
Description: Create regular pivot tables with just a few lines of R. More complex pivot tables can also be created, e.g. pivot tables with irregular layouts, multiple calculations and/or derived calculations based on multiple data frames. Pivot tables are constructed using R only and can be written to a range of output formats (plain text, 'HTML', 'Latex' and 'Excel'), including with styling/formatting.
Author: Christopher Bailiss [aut, cre]
Maintainer: Christopher Bailiss <cbailiss@gmail.com>

Diff between pivottabler versions 1.3.0 dated 2020-02-03 and 1.3.1 dated 2020-04-01

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Package factoextra updated to version 1.0.7 with previous version 1.0.6 dated 2019-12-05

Title: Extract and Visualize the Results of Multivariate Data Analyses
Description: Provides some easy-to-use functions to extract and visualize the output of multivariate data analyses, including 'PCA' (Principal Component Analysis), 'CA' (Correspondence Analysis), 'MCA' (Multiple Correspondence Analysis), 'FAMD' (Factor Analysis of Mixed Data), 'MFA' (Multiple Factor Analysis) and 'HMFA' (Hierarchical Multiple Factor Analysis) functions from different R packages. It contains also functions for simplifying some clustering analysis steps and provides 'ggplot2' - based elegant data visualization.
Author: Alboukadel Kassambara [aut, cre], Fabian Mundt [aut]
Maintainer: Alboukadel Kassambara <alboukadel.kassambara@gmail.com>

Diff between factoextra versions 1.0.6 dated 2019-12-05 and 1.0.7 dated 2020-04-01

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Package SortedEffects updated to version 1.2.0 with previous version 1.1.0 dated 2019-11-04

Title: Estimation and Inference Methods for Sorted Causal Effects and Classification Analysis
Description: Implements the estimation and inference methods for sorted causal effects and classification analysis as in Chernozhukov, Fernandez-Val and Luo (2018) <doi:10.3982/ECTA14415>.
Author: Shuowen Chen [aut, cre], Victor Chernozhukov [aut], Ivan Fernandez-Val [aut], Ye Luo [aut]
Maintainer: Shuowen Chen <swchen@bu.edu>

Diff between SortedEffects versions 1.1.0 dated 2019-11-04 and 1.2.0 dated 2020-04-01

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Package psychonetrics updated to version 0.7 with previous version 0.6 dated 2020-02-21

Title: Structural Equation Modeling and Confirmatory Network Analysis
Description: Multi-group (dynamical) structural equation models in combination with confirmatory network models from cross-sectional, time-series and panel data <doi:10.31234/osf.io/8ha93>. Allows for confirmatory testing and fit as well as exploratory model search.
Author: Sacha Epskamp
Maintainer: Sacha Epskamp <mail@sachaepskamp.com>

Diff between psychonetrics versions 0.6 dated 2020-02-21 and 0.7 dated 2020-04-01

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Package mlr3measures updated to version 0.1.3 with previous version 0.1.2 dated 2020-03-04

Title: Performance Measures for 'mlr3'
Description: Implements multiple performance measures for supervised learning. Includes over 40 measures for regression and classification. Additionally, meta information about the performance measures can be queried, e.g. what the best and worst possible performances scores are.
Author: Michel Lang [cre, aut] (<https://orcid.org/0000-0001-9754-0393>)
Maintainer: Michel Lang <michellang@gmail.com>

Diff between mlr3measures versions 0.1.2 dated 2020-03-04 and 0.1.3 dated 2020-04-01

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Package ipfr updated to version 1.0.2 with previous version 1.0.1 dated 2020-01-08

Title: List Balancing for Reweighting and Population Synthesis
Description: Performs iterative proportional updating given a seed table and an arbitrary number of marginal distributions. This is commonly used in population synthesis, survey raking, matrix rebalancing, and other applications. For example, a household survey may be weighted to match the known distribution of households by size from the census. An origin/ destination trip matrix might be balanced to match traffic counts. The approach used by this package is based on a paper from Arizona State University (Ye, Xin, et. al. (2009) <http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.537.723&rep=rep1&type=pdf>). Some enhancements have been made to their work including primary and secondary target balance/importance, general marginal agreement, and weight restriction.
Author: Kyle Ward [aut, cre, cph], Greg Macfarlane [ctb]
Maintainer: Kyle Ward <kyleward084@gmail.com>

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Package colorSpec updated to version 1.2-1 with previous version 1.1-1 dated 2019-12-07

Title: Color Calculations with Emphasis on Spectral Data
Description: Calculate with spectral properties of light sources, materials, cameras, eyes, and scanners. Build complex systems from simpler parts using a spectral product algebra. For light sources, compute CCT, CRI, and SSI. For object colors, compute optimal colors and Logvinenko coordinates. Work with the standard CIE illuminants and color matching functions, and read spectra from text files, including CGATS files. Estimate a spectrum from its response. A user guide and 9 vignettes are included.
Author: Glenn Davis [aut, cre]
Maintainer: Glenn Davis <gdavis@gluonics.com>

Diff between colorSpec versions 1.1-1 dated 2019-12-07 and 1.2-1 dated 2020-04-01

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Package sn updated to version 1.6-1 with previous version 1.6-0 dated 2020-03-28

Title: The Skew-Normal and Related Distributions Such as the Skew-t
Description: Build and manipulate probability distributions of the skew-normal family and some related ones, notably the skew-t family, and provide related statistical methods for data fitting and model diagnostics, in the univariate and the multivariate case.
Author: Adelchi Azzalini [aut, cre] (<https://orcid.org/0000-0002-7583-1269>)
Maintainer: Adelchi Azzalini <adelchi.azzalini@unipd.it>

Diff between sn versions 1.6-0 dated 2020-03-28 and 1.6-1 dated 2020-04-01

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Package fst updated to version 0.9.2 with previous version 0.9.0 dated 2019-04-09

Title: Lightning Fast Serialization of Data Frames for R
Description: Multithreaded serialization of compressed data frames using the 'fst' format. The 'fst' format allows for random access of stored data and compression with the LZ4 and ZSTD compressors created by Yann Collet. The ZSTD compression library is owned by Facebook Inc.
Author: Mark Klik [aut, cre, cph], Yann Collet [ctb, cph] (Yann Collet is author of the bundled LZ4 and ZSTD code and copyright holder of LZ4), Facebook, Inc. [cph] (Bundled ZSTD code)
Maintainer: Mark Klik <markklik@gmail.com>

Diff between fst versions 0.9.0 dated 2019-04-09 and 0.9.2 dated 2020-04-01

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Package eha updated to version 2.8.1 with previous version 2.8.0 dated 2019-12-19

Title: Event History Analysis
Description: Sampling of risk sets in Cox regression, selections in the Lexis diagram, bootstrapping. Parametric proportional hazards fitting with left truncation and right censoring for common families of distributions, piecewise constant hazards, and discrete models. Parametric accelerated failure time models for left truncated and right censored data.
Author: Göran Broström [aut, cre], Jianming Jin [ctb]
Maintainer: Göran Broström <goran.brostrom@umu.se>

Diff between eha versions 2.8.0 dated 2019-12-19 and 2.8.1 dated 2020-04-01

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Package SimInf updated to version 6.5.1 with previous version 6.5.0 dated 2020-03-29

Title: A Framework for Data-Driven Stochastic Disease Spread Simulations
Description: Provides an efficient and very flexible framework to conduct data-driven epidemiological modeling in realistic large scale disease spread simulations. The framework integrates infection dynamics in subpopulations as continuous-time Markov chains using the Gillespie stochastic simulation algorithm and incorporates available data such as births, deaths and movements as scheduled events at predefined time-points. Using C code for the numerical solvers and 'OpenMP' (if available) to divide work over multiple processors ensures high performance when simulating a sample outcome. One of our design goals was to make the package extendable and enable usage of the numerical solvers from other R extension packages in order to facilitate complex epidemiological research. The package contains template models and can be extended with user-defined models. For more details see the paper by Widgren, Bauer, Eriksson and Engblom (2019) <doi:10.18637/jss.v091.i12>.
Author: Stefan Widgren [aut, cre] (<https://orcid.org/0000-0001-5745-2284>), Robin Eriksson [aut] (<https://orcid.org/0000-0002-4291-712X>), Stefan Engblom [aut] (<https://orcid.org/0000-0002-3614-1732>), Pavol Bauer [aut] (<https://orcid.org/0000-0003-4328-7171>), Attractive Chaos [cph] (Author of 'kvec.h'.)
Maintainer: Stefan Widgren <stefan.widgren@gmail.com>

Diff between SimInf versions 6.5.0 dated 2020-03-29 and 6.5.1 dated 2020-04-01

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Package rsparse updated to version 0.4.0 with previous version 0.3.3.4 dated 2019-11-14

Title: Statistical Learning on Sparse Matrices
Description: Implements many algorithms for statistical learning on sparse matrices - matrix factorizations, matrix completion, elastic net regressions, factorization machines. Also 'rsparse' enhances 'Matrix' package by providing methods for multithreaded <sparse, dense> matrix products and native slicing of the sparse matrices in Compressed Sparse Row (CSR) format. List of the algorithms for regression problems: 1) Elastic Net regression via Follow The Proximally-Regularized Leader (FTRL) Stochastic Gradient Descent (SGD), as per McMahan et al(, <doi:10.1145/2487575.2488200>) 2) Factorization Machines via SGD, as per Rendle (2010, <doi:10.1109/ICDM.2010.127>) List of algorithms for matrix factorization and matrix completion: 1) Weighted Regularized Matrix Factorization (WRMF) via Alternating Least Squares (ALS) - paper by Hu, Koren, Volinsky (2008, <doi:10.1109/ICDM.2008.22>) 2) Maximum-Margin Matrix Factorization via ALS, paper by Rennie, Srebro (2005, <doi:10.1145/1102351.1102441>) 3) Fast Truncated Singular Value Decomposition (SVD), Soft-Thresholded SVD, Soft-Impute matrix completion via ALS - paper by Hastie, Mazumder et al. (2014, <arXiv:1410.2596>) 4) Linear-Flow matrix factorization, from 'Practical linear models for large-scale one-class collaborative filtering' by Sedhain, Bui, Kawale et al (2016, ISBN:978-1-57735-770-4) 5) GlobalVectors (GloVe) matrix factorization via SGD, paper by Pennington, Socher, Manning (2014, <https://www.aclweb.org/anthology/D14-1162>) Package is reasonably fast and memory efficient - it allows to work with large datasets - millions of rows and millions of columns. This is particularly useful for practitioners working on recommender systems.
Author: Dmitriy Selivanov [aut, cre, cph] (<https://orcid.org/0000-0001-5413-1506>), Drew Schmidt [ctb] (configure script for BLAS, LAPACK detection), Wei-Chen Chen [ctb] (configure script and work on linking to float package)
Maintainer: Dmitriy Selivanov <ds@rexy.ai>

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Package optCluster updated to version 1.3.0 with previous version 1.2.0 dated 2019-12-10

Title: Determine Optimal Clustering Algorithm and Number of Clusters
Description: Cluster analysis using statistical and biological validation measures for both continuous and count data.
Author: Michael Sekula <michael.sekula@louisville.edu>, Somnath Datta <somnath.datta@louisville.edu>, and Susmita Datta <susmita.datta@louisville.edu>
Maintainer: Michael Sekula <michael.sekula@louisville.edu>

Diff between optCluster versions 1.2.0 dated 2019-12-10 and 1.3.0 dated 2020-04-01

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More information about optCluster at CRAN
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Package namedCapture updated to version 2020.4.1 with previous version 2020.3.2 dated 2020-03-04

Title: Named Capture Regular Expressions
Description: User-friendly wrappers for named capture regular expressions. Introduction and comparison in research paper by Hocking (2019), R Journal. <doi:10.32614/RJ-2019-050> RE2 engine ('re2r' package) <https://github.com/qinwf/re2r> was removed from CRAN in Mar 2020 so must be installed from github.
Author: Toby Dylan Hocking
Maintainer: Toby Dylan Hocking <toby.hocking@r-project.org>

Diff between namedCapture versions 2020.3.2 dated 2020-03-04 and 2020.4.1 dated 2020-04-01

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Package EmissV updated to version 0.665.2.1 with previous version 0.665.2.0 dated 2020-03-30

Title: Vehicular Emissions by Top-Down Methods
Description: Creates emissions for use in air quality models. Vehicular emissions are estimated by a top-down approach, total emissions are calculated using the statistical description of the fleet of vehicles, the emission is spatially distributed according to satellite images or openstreetmap data <https://www.openstreetmap.org> and then distributed temporarily (Vara-Vela et al., 2016, <doi:10.5194/acp-16-777-2016>).
Author: Daniel Schuch [aut, cre] (<https://orcid.org/0000-0001-5977-4519>), Sergio Ibarra-Espinosa [aut] (<https://orcid.org/0000-0002-3162-1905>)
Maintainer: Daniel Schuch <schuch@usp.br>

Diff between EmissV versions 0.665.2.0 dated 2020-03-30 and 0.665.2.1 dated 2020-04-01

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Package DiscreteQvalue updated to version 1.1 with previous version 1.0 dated 2019-10-21

Title: Improved q-Values for Discrete Uniform and Homogeneous Tests
Description: We consider a multiple testing procedure used in many modern applications which is the q-value method proposed by Storey and Tibshirani (2003), <doi:10.1073/pnas.1530509100>. The q-value method is based on the false discovery rate (FDR), hence versions of the q-value method can be defined depending on which estimator of the proportion of true null hypotheses, p0, is plugged in the FDR estimator. We implement the q-value method based on two classical pi0 estimators, and furthermore, we propose and implement three versions of the q-value method for homogeneous discrete uniform P-values based on pi0 estimators which take into account the discrete distribution of the P-values.
Author: Marta Cousido Rocha [aut, cre], José Carlos Soage González [ctr], Jacobo de Uña Álvarez [aut, ths], Sebastian Döhler [aut]
Maintainer: Marta Cousido Rocha <martacousido@uvigo.es>

Diff between DiscreteQvalue versions 1.0 dated 2019-10-21 and 1.1 dated 2020-04-01

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Package compute.es updated to version 0.2-5 with previous version 0.2-4 dated 2014-09-16

Title: Compute Effect Sizes
Description: Several functions are available for calculating the most widely used effect sizes (ES), along with their variances, confidence intervals and p-values. The output includes ES's of d (mean difference), g (unbiased estimate of d), r (correlation coefficient), z' (Fisher's z), and OR (odds ratio and log odds ratio). In addition, NNT (number needed to treat), U3, CLES (Common Language Effect Size) and Cliff's Delta are computed. This package uses recommended formulas as described in The Handbook of Research Synthesis and Meta-Analysis (Cooper, Hedges, & Valentine, 2009).
Author: AC Del Re
Maintainer: AC Del Re <acdelre@gmail.com>

Diff between compute.es versions 0.2-4 dated 2014-09-16 and 0.2-5 dated 2020-04-01

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New package bioRad with initial version 0.5.1
Package: bioRad
Title: Biological Analysis and Visualization of Weather Radar Data
Version: 0.5.1
Description: Extract, visualize and summarize aerial movements of birds and insects from weather radar data. See <doi:10.1111/ecog.04028> for a software paper describing package and methodologies.
Authors@R: c( person("Adriaan M.", "Dokter", role = c("aut", "cre"), email = "amd427@cornell.edu", comment = c(ORCID = "0000-0001-6573-066X")), person("Peter", "Desmet", role = "aut", email = "peter.desmet@inbo.be", comment = c(ORCID = "0000-0002-8442-8025")), person("Stijn", "Van Hoey", role = "aut", email = "stijnvanhoey@gmail.com", comment = c(ORCID = "0000-0001-6413-3185")), person("Bart", "Kranstauber", role = "ctb", email = "b.kranstauber@uva.nl", comment = c(ORCID = "0000-0001-8303-780X")), person("Jurriaan", "Spaaks", role = "ctb", email = "j.spaaks@esciencecenter.nl"), person("Lourens", "Veen", role = "ctb", email = "l.veen@esciencecenter.nl"), person("Liesbeth", "Verlinden", role = "ctb", email = "l.verlinden@uva.nl", comment = c(ORCID = "0000-0003-1744-9325")), person("Hidde", "Leijnse", role = "ctb", email = "hidde.leijnse@knmi.nl", comment = c(ORCID = "0000-0001-7835-4480")) )
License: MIT + file LICENSE
URL: https://github.com/adokter/bioRad, https://adokter.github.io/bioRad
BugReports: https://github.com/adokter/bioRad/issues
biocViews:
Depends: R (>= 3.5.0)
Imports: assertthat, curl, fields, ggmap, ggplot2, graphics, methods, raster, rgdal, rhdf5, sp, stats, tidyr, utils, viridisLite, viridis, maptools
Suggests: knitr, testthat
LazyData: true
Encoding: UTF-8
VignetteBuilder: knitr
RoxygenNote: 7.1.0
NeedsCompilation: no
Packaged: 2020-03-31 21:32:37 UTC; amd427
Author: Adriaan M. Dokter [aut, cre] (<https://orcid.org/0000-0001-6573-066X>), Peter Desmet [aut] (<https://orcid.org/0000-0002-8442-8025>), Stijn Van Hoey [aut] (<https://orcid.org/0000-0001-6413-3185>), Bart Kranstauber [ctb] (<https://orcid.org/0000-0001-8303-780X>), Jurriaan Spaaks [ctb], Lourens Veen [ctb], Liesbeth Verlinden [ctb] (<https://orcid.org/0000-0003-1744-9325>), Hidde Leijnse [ctb] (<https://orcid.org/0000-0001-7835-4480>)
Maintainer: Adriaan M. Dokter <amd427@cornell.edu>
Repository: CRAN
Date/Publication: 2020-04-01 17:30:09 UTC

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Package BCEE updated to version 1.3.0 with previous version 1.2 dated 2017-08-10

Title: The Bayesian Causal Effect Estimation Algorithm
Description: A Bayesian model averaging approach to causal effect estimation based on the BCEE algorithm. Currently supports binary or continuous exposures and outcomes. For more details, see Talbot et al. (2015) <doi:10.1515/jci-2014-0035> Talbot and Beaudoin (2020) <arXiv:2003.11588>.
Author: Denis Talbot, Genevi<e8>ve Lefebvre, Juli Atherton, Yohann Chiu.
Maintainer: Denis Talbot <denis.talbot@fmed.ulaval.ca>

Diff between BCEE versions 1.2 dated 2017-08-10 and 1.3.0 dated 2020-04-01

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Package tigris updated to version 0.9.4 with previous version 0.9.2 dated 2020-02-04

Title: Load Census TIGER/Line Shapefiles
Description: Download TIGER/Line shapefiles from the United States Census Bureau (<https://www.census.gov/geo/maps-data/data/tiger-line.html>) and load into R as 'SpatialDataFrame' or 'sf' objects.
Author: Kyle Walker [aut, cre], Bob Rudis [ctb]
Maintainer: Kyle Walker <kyle.walker@tcu.edu>

Diff between tigris versions 0.9.2 dated 2020-02-04 and 0.9.4 dated 2020-04-01

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Package SnowballC updated to version 0.7.0 with previous version 0.6.0 dated 2019-01-15

Title: Snowball Stemmers Based on the C 'libstemmer' UTF-8 Library
Description: An R interface to the C 'libstemmer' library that implements Porter's word stemming algorithm for collapsing words to a common root to aid comparison of vocabulary. Currently supported languages are Danish, Dutch, English, Finnish, French, German, Hungarian, Italian, Norwegian, Portuguese, Romanian, Russian, Spanish, Swedish and Turkish.
Author: Milan Bouchet-Valat [aut, cre]
Maintainer: Milan Bouchet-Valat <nalimilan@club.fr>

Diff between SnowballC versions 0.6.0 dated 2019-01-15 and 0.7.0 dated 2020-04-01

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Package nhdplusTools updated to version 0.3.13 with previous version 0.3.12 dated 2020-01-11

Title: NHDPlus Tools
Description: Tools for traversing and working with National Hydrography Dataset Plus (NHDPlus) data. All methods implemented in 'nhdplusTools' are available in the NHDPlus documentation available from the US Environmental Protection Agency <https://www.epa.gov/waterdata/basic-information>.
Author: David Blodgett [aut, cre], Mike Johnson [ctb]
Maintainer: David Blodgett <dblodgett@usgs.gov>

Diff between nhdplusTools versions 0.3.12 dated 2020-01-11 and 0.3.13 dated 2020-04-01

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Package CAvariants updated to version 5.5 with previous version 5.0 dated 2019-09-13

Title: Correspondence Analysis Variants
Description: Provides six variants of two-way correspondence analysis (ca): simple ca, singly ordered ca, doubly ordered ca, non symmetrical ca, singly ordered non symmetrical ca, and doubly ordered non symmetrical ca.
Author: Rosaria Lombardo and Eric J Beh
Maintainer: Rosaria Lombardo <rosaria.lombardo@unicampania.it>

Diff between CAvariants versions 5.0 dated 2019-09-13 and 5.5 dated 2020-04-01

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Package Rprofet updated to version 2.2.1 with previous version 2.2.0 dated 2018-04-14

Title: WOE Transformation and Scorecard Builder
Description: Performs all steps in the credit scoring process. This package allows the user to follow all the necessary steps for building an effective scorecard. It provides the user functions for coarse binning of variables, Weights of Evidence (WOE) transformation, variable clustering, custom binning, visualization, and scaling of logistic regression coefficients. The results will generate a scorecard that can be used as an effective credit scoring tool to evaluate risk. For complete details on the credit scoring process, see Siddiqi (2005, ISBN:047175451X).
Author: Thomas Brandenburger [cre], Eric Stratman [aut], Riaz Khan [aut], Allison Lempola [aut]
Maintainer: Thomas Brandenburger <thomas.brandenburger@sdstate.edu>

Diff between Rprofet versions 2.2.0 dated 2018-04-14 and 2.2.1 dated 2020-04-01

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Package hpiR updated to version 0.3.2 with previous version 0.3.1 dated 2020-02-12

Title: House Price Indexes
Description: Compute house price indexes and series using a variety of different methods and models common through the real estate literature. Evaluate index 'goodness' based on accuracy, volatility and revision statistics. Background on basic model construction for repeat sales models can be found at: Case and Quigley (1991) <https://ideas.repec.org/a/tpr/restat/v73y1991i1p50-58.html> and for hedonic pricing models at: Bourassa et al (2006) <doi:10.1016/j.jhe.2006.03.001>. The package author's working paper on the random forest approach to house price indexes can be found at: <http://www.github.com/andykrause/hpi_research>.
Author: Andy Krause [aut, cre]
Maintainer: Andy Krause <andyxkrause@gmail.com>

Diff between hpiR versions 0.3.1 dated 2020-02-12 and 0.3.2 dated 2020-04-01

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Package varjmcm updated to version 0.1.1 with previous version 0.1.0 dated 2018-06-14

Title: Estimations for the Covariance of Estimated Parameters in Joint Mean-Covariance Models
Description: The goal of the package is to equip the 'jmcm' package (current version 0.2.1) with estimations of the covariance of estimated parameters. Two methods are provided. The first method is to use the inverse of estimated Fisher's information matrix, see M. Pourahmadi (2000) <doi:10.1093/biomet/87.2.425>, M. Maadooliat, M. Pourahmadi and J. Z. Huang (2013) <doi:10.1007/s11222-011-9284-6>, and W. Zhang, C. Leng, C. Tang (2015) <doi:10.1111/rssb.12065>. The second method is bootstrap based, see Liu, R.Y. (1988) <doi:10.1214/aos/1176351062> for reference.
Author: Naimin Jing [aut, cre], Hexin Bai [aut], Tong Wang [aut], Cheng Yong Tang [aut]
Maintainer: Naimin Jing <naimin.jing@temple.edu>

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Package projpred updated to version 1.1.6 with previous version 1.1.5 dated 2020-01-30

Title: Projection Predictive Feature Selection
Description: Performs projection predictive feature selection for generalized linear models (see, Piironen, Paasiniemi and Vehtari, 2018, <arXiv:1810.02406>). The package is compatible with the 'rstanarm' and 'brms' packages, but other reference models can also be used. See the package vignette for more information and examples.
Author: Juho Piironen [cre, aut], Markus Paasiniemi [aut], Aki Vehtari [aut], Jonah Gabry [ctb], Paul-Christian Bürkner [ctb], Marco Colombo [ctb]
Maintainer: Juho Piironen <juho.t.piironen@gmail.com>

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Package localIV updated to version 0.3.0 with previous version 0.2.1 dated 2019-05-06

Title: Estimation of Marginal Treatment Effects using Local Instrumental Variables
Description: In the generalized Roy model, the marginal treatment effect (MTE) can be used as a building block for constructing conventional causal parameters such as the average treatment effect (ATE) and the average treatment effect on the treated (ATT). Given a treatment selection equation and an outcome equation, the function mte() estimates the MTE via the semiparametric local instrumental variables method or the normal selection model. The function mte_at() evaluates MTE at different values of the latent resistance u with a given X = x, and the function mte_tilde_at() evaluates MTE projected onto the estimated propensity score. The function ace() estimates population-level average causal effects such as ATE, ATT, or the marginal policy relevant treatment effect.
Author: Xiang Zhou [aut, cre]
Maintainer: Xiang Zhou <xiang_zhou@fas.harvard.edu>

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Package lightr updated to version 1.1 with previous version 1.0 dated 2020-01-27

Title: Read Spectrometric Data and Metadata
Description: Parse various reflectance/transmittance/absorbance spectra file formats to extract spectral data and metadata, as described in Gruson, White & Maia (2019) <doi:10.21105/joss.01857>. Among other formats, it can import files from 'Avantes' <https://www.avantes.com/>, 'CRAIC' <http://www.microspectra.com/>, and 'OceanInsight' (formerly 'OceanOptics') <https://www.oceaninsight.com/> brands. This package has been peer-reviewed by rOpenSci (v. 0.1).
Author: Hugo Gruson [cre, aut] (<https://orcid.org/0000-0002-4094-1476>), Rafael Maia [aut] (<https://orcid.org/0000-0002-7563-9795>), Thomas White [aut] (<https://orcid.org/0000-0002-3976-1734>), Kotya Karapetyan [cph] (Author of the MATLAB script to read AvaSoft7 binary files (CC-BY))
Maintainer: Hugo Gruson <hugo.gruson+R@normalesup.org>

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Package do updated to version 1.2.0.0 with previous version 1.1.0.0 dated 2019-12-01

Title: Data Operator
Description: Flexibly convert data between long and wide format using just two functions: reshape_toLong() and reshape_toWide().
Author: Jing Zhang, Zhi Jin
Maintainer: Jing Zhang<zj391120@163.com>

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Package DDPNA updated to version 0.2.4 with previous version 0.2.3 dated 2020-02-12

Title: Disease-Related Differential Proteins and Co-Expression Network Analysis
Description: Functions designed to connect disease-related differential proteins and co-expression network. It provides the basic statics analysis included t test, ANOVA analysis. The network construction is not offered by the package, you can used 'WGCNA' package which you can learn in Peter et al. (2008) <doi:10.1186/1471-2105-9-559>. It also provides module analysis included PCA analysis, two enrichment analysis, Planner maximally filtered graph extraction and hub analysis.
Author: Kefu Liu [aut, cre]
Maintainer: Kefu Liu <liukefu19@163.com>

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New package CoSMoS with initial version 1.1.3
Package: CoSMoS
Type: Package
Title: Complete Stochastic Modelling Solution
Version: 1.1.3
Authors@R: c(person("Filip", "Strnad", role = c("aut", "cre"), email = "strnadf@fzp.czu.cz"), person("Simon Michael", "Papalexiou", role = c("aut")), person("Yannis", " Markonis", role = "aut"))
Description: A single framework, unifying, extending, and improving a general-purpose modelling strategy, based on the assumption that any process can emerge by transforming a specific 'parent' Gaussian process Papalexiou (2018) <doi:10.1016/j.advwatres.2018.02.013>.
License: GPL-3
Depends: R (>= 3.5.0), ggplot2, nloptr, data.table, methods, stats
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.0.2
Suggests: testthat, knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2020-03-31 19:53:51 UTC; phill
Author: Filip Strnad [aut, cre], Simon Michael Papalexiou [aut], Yannis Markonis [aut]
Maintainer: Filip Strnad <strnadf@fzp.czu.cz>
Repository: CRAN
Date/Publication: 2020-04-01 14:10:13 UTC

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Package WCM updated to version 0.2.2 with previous version 0.2.1 dated 2019-05-27

Title: Water Cloud Model (WCM) for the Simulation of Leaf Area Index (LAI) and Soil Moisture (SM) from Microwave Backscattering
Description: Retrieval the leaf area index (LAI) and soil moisture (SM) from microwave backscattering data using water cloud model (WCM) model . The WCM algorithm attributed to Pervot et al.(1993) <doi:10.1016/0034-4257(93)90053-Z>. The authors are grateful to SAC, ISRO, Ahmedabad for providing financial support to Dr. Prashant K Srivastava to conduct this research work.
Author: Ujjwal Singh <ujjwalrsmt@gmail.com> Prashant K Srivastava <prashant.just@gmail.com)> Dharmendra Kumar Pandey <Dkp@sac.isro.gov.in> Sumit Kumar Chaudhary <sumit.mathe@gmail.com> Dileep Kumar Gupta <dileepgupta85@gmail.com>
Maintainer: Ujjwal Singh <ujjwalrsmt@gmail.com>

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New package spatialEco with initial version 1.3-1
Package: spatialEco
Type: Package
Title: Spatial Analysis and Modelling Utilities
Version: 1.3-1
Date: 2020-03-25
Authors@R: c(person(family="Evans", given="Jeffrey S.", email = "jeffrey_evans@tnc.org", role = c("aut", "cre")))
Description: Utilities to support spatial data manipulation, query, sampling and modelling. Functions include models for species population density, download utilities for climate and global deforestation spatial products, spatial smoothing, multivariate separability, point process model for creating pseudo- absences and sub-sampling, polygon and point-distance landscape metrics, auto-logistic model, sampling models, cluster optimization, statistical exploratory tools and raster-based metrics.
Depends: R (>= 3.6.0)
Imports: dplyr, exactextractr, sp, sf, raster, spatstat, cluster, spdep, readr, RCurl, rgeos, RANN, rms, yaImpute, SpatialPack (>= 0.3), MASS, mgcv, EnvStats, maptools, methods
Maintainer: Jeffrey S. Evans <jeffrey_evans@tnc.org>
License: GPL-3
URL: https://github.com/jeffreyevans/spatialEco
NeedsCompilation: no
Repository: CRAN
LazyData: true
Encoding: UTF-8
RoxygenNote: 7.1.0
Packaged: 2020-03-25 23:43:59 UTC; jeffrey_evans
Author: Jeffrey S. Evans [aut, cre]
Date/Publication: 2020-04-01 14:00:03 UTC

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Package seacarb updated to version 3.2.13 with previous version 3.2.12 dated 2019-03-22

Title: Seawater Carbonate Chemistry
Description: Calculates parameters of the seawater carbonate system and assists the design of ocean acidification perturbation experiments.
Author: Jean-Pierre Gattuso [aut, cre, cph], Jean-Marie Epitalon [aut], Heloise Lavigne [aut], James Orr [aut], Bernard Gentili [ctb], Mathilde Hagens [ctb], Andreas Hofmann [ctb], Jens-Daniel Mueller [ctb], Aurélien Proye [ctb], James Rae [ctb], Karline Soetaert [ctb]
Maintainer: Jean-Pierre Gattuso <gattuso@obs-vlfr.fr>

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New package GeNetIt with initial version 0.1-4
Package: GeNetIt
Type: Package
Title: Spatial Graph-Theoretic Genetic Gravity Modelling
Version: 0.1-4
Date: 2020-03-31
Authors@R: c(person(family="Evans", given="Jeffrey S.", email = "jeffrey_evans@tnc.org", role = c("aut", "cre")), person(family="Murphy", given="Melanie", role = "aut") )
Description: Implementation of spatial graph-theoretic genetic gravity models. The model framework is applicable for other types of spatial flow questions. Includes functions for constructing spatial graphs, sampling and summarizing associated raster variables and building unconstrained and singly constrained gravity models.
Depends: R (>= 3.6.0)
Imports: exactextractr, methods, nlme, sp, spdep, raster, rgeos, sf
Maintainer: Jeffrey S. Evans <jeffrey_evans@tnc.org>
License: GPL-3
URL: https://github.com/jeffreyevans/GeNetIt
NeedsCompilation: no
Repository: CRAN
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0
Packaged: 2020-04-01 13:05:09 UTC; jeffrey_evans
Author: Jeffrey S. Evans [aut, cre], Melanie Murphy [aut]
Date/Publication: 2020-04-01 13:30:03 UTC

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Package dials updated to version 0.0.5 with previous version 0.0.4 dated 2019-12-02

Title: Tools for Creating Tuning Parameter Values
Description: Many models contain tuning parameters (i.e. parameters that cannot be directly estimated from the data). These tools can be used to define objects for creating, simulating, or validating values for such parameters.
Author: Max Kuhn [aut, cre], RStudio [cph]
Maintainer: Max Kuhn <max@rstudio.com>

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Package DecomposeR updated to version 1.0.1 with previous version 1.0.0 dated 2020-03-20

Title: Empirical Mode Decomposition for Cyclostratigraphy
Description: Tools to apply Ensemble Empirical Mode Decomposition (EEMD) for cyclostratigraphy purposes. Mainly: a new algorithm, extricate, that performs EEMD in seconds, a linear interpolation algorithm using the greatest rational common divisor of depth or time, different algorithms to compute instantaneous amplitude, frequency and ratios of frequencies, and functions to verify and visualise the outputs. The functions were developed during the CRASH project (Checking the Reproducibility of Astrochronology in the Hauterivian). When using for publication please cite Wouters, S., Da Silva, A.C. Crucifix, M., Sinnesael, M., Zivanovic, M., Boulvain, F., Devleeschouwer, X., 2019, "Litholog generation with the 'StratigrapheR' package and signal decomposition for cyclostratigraphic purposes". Geophysical Research Abstracts Vol. 21, EGU2019-5520, 2019, EGU General Assembly 2019. <http://hdl.handle.net/2268/234402>.
Author: Sebastien Wouters [aut, cre]
Maintainer: Sebastien Wouters <sebastien.wouters@doct.uliege.be>

Diff between DecomposeR versions 1.0.0 dated 2020-03-20 and 1.0.1 dated 2020-04-01

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Package DDD updated to version 4.3 with previous version 4.2 dated 2020-02-10

Title: Diversity-Dependent Diversification
Description: Implements maximum likelihood and bootstrap methods based on the diversity-dependent birth-death process to test whether speciation or extinction are diversity-dependent, under various models including various types of key innovations. See Etienne et al. 2012, Proc. Roy. Soc. B 279: 1300-1309, <DOI:10.1098/rspb.2011.1439>, Etienne & Haegeman 2012, Am. Nat. 180: E75-E89, <DOI:10.1086/667574> and Etienne et al. 2016. Meth. Ecol. Evol. 7: 1092-1099, <DOI:10.1111/2041-210X.12565>. Also contains functions to simulate the diversity-dependent process.
Author: Rampal S. Etienne & Bart Haegeman
Maintainer: Rampal S. Etienne <r.s.etienne@rug.nl>

Diff between DDD versions 4.2 dated 2020-02-10 and 4.3 dated 2020-04-01

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Package bdl updated to version 1.0.2 with previous version 1.0.1 dated 2020-02-29

Title: Interface and Tools for 'BDL' API
Description: Interface to Local Data Bank ('Bank Danych Lokalnych' - 'bdl') API <https://api.stat.gov.pl/Home/BdlApi?lang=en> with set of useful tools like quick plotting and map generating using data from bank.
Author: Artur Sławomirski [aut, cre], Krzysztof Kania [aut], Statistics Poland [cph, fnd]
Maintainer: Artur Sławomirski <A.Slawomirski@stat.gov.pl>

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Package xml2 updated to version 1.3.0 with previous version 1.2.5 dated 2020-03-11

Title: Parse XML
Description: Work with XML files using a simple, consistent interface. Built on top of the 'libxml2' C library.
Author: Hadley Wickham [aut], Jim Hester [aut, cre], Jeroen Ooms [aut], RStudio [cph], R Foundation [ctb] (Copy of R-project homepage cached as example)
Maintainer: Jim Hester <jim.hester@rstudio.com>

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Package spsurvey updated to version 4.1.2 with previous version 4.1.1 dated 2019-12-18

Title: Spatial Survey Design and Analysis
Description: These functions provide procedures for selecting sites for spatial surveys using spatially balanced algorithms applied to discrete points, linear networks, or polygons. The probability survey designs available include independent random samples, stratified random samples, and unequal probability random samples (categorical or probability proportional to size). Design-based estimation based on the results from surveys is available for estimating totals, means, quantiles, CDFs, and linear models. The analyses rely on package survey for most results. Variance estimation options include a local neighborhood variance estimator that is appropriate for spatially-balanced survey designs. A reference for the survey design portion of the package is: D. L. Stevens, Jr. and A. R. Olsen (2004), "Spatially-balanced sampling of natural resources.", Journal of the American Statistical Association 99(465): 262-278, <DOI:10.1198/016214504000000250>. Additional helpful references for this package are A. R. Olsen, T. M. Kincaid, and Q. Payton (2012) and T. M. Kincaid and A. R. Olsen (2012), both of which are chapters in the book "Design and Analysis of Long-Term Ecological Monitoring Studies" (R. A. Gitzen, J. J. Millspaugh, A. B. Cooper, and D. S. Licht (eds.), Cambridge University Press, New York, <Online ISBN:9781139022422>).
Author: Tom Kincaid [aut], Tony Olsen [aut], Marc Weber [aut, cre], Don Stevens [ctb], Christian Platt [ctb], Denis White [ctb], Richard Remington [ctb]
Maintainer: Marc Weber <Weber.Marc@epa.gov>

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New package poorman with initial version 0.1.9
Package: poorman
Type: Package
Title: A Poor Man's Base R Copy of 'dplyr' Verbs
Version: 0.1.9
Authors@R: person("Nathan", "Eastwood", "", "nathan.eastwood@icloud.com", role = c("aut", "cre"))
Description: A simple replication of key 'dplyr' verbs using only base R.
URL: https://github.com/nathaneastwood/poorman
BugReports: https://github.com/nathaneastwood/poorman/issues
Depends: R (>= 3.4)
Suggests: knitr, roxygen2, tinytest
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.0.2
NeedsCompilation: no
Packaged: 2020-04-01 10:34:43 UTC; nathan
Author: Nathan Eastwood [aut, cre]
Maintainer: Nathan Eastwood <nathan.eastwood@icloud.com>
Repository: CRAN
Date/Publication: 2020-04-01 12:10:02 UTC

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Package periscope updated to version 0.4.9-1 with previous version 0.4.8 dated 2020-02-12

Title: Enterprise Streamlined 'Shiny' Application Framework
Description: An enterprise-targeted scalable and UI-standardized 'shiny' framework including a variety of developer convenience functions with the goal of both streamlining robust application development while assisting with creating a consistent user experience regardless of application or developer.
Author: Constance Brett [aut, cre], Isaac Neuhaus [aut] (canvasXpress JavaScript Library Maintainer), Ger Inberg [ctb], Bristol-Meyers Squibb (BMS) [cph]
Maintainer: Constance Brett <connie@aggregate-genius.com>

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Package collapse updated to version 1.1.0 with previous version 1.0.0 dated 2020-03-19

Title: Advanced and Fast Data Transformation
Description: A C/C++ based package for advanced data transformation in R that is extremely fast, flexible and parsimonious to code with and programmer friendly. It is well integrated with 'dplyr', 'plm' and 'data.table'. --- Key Features: --- (1) Advanced data programming: A full set of fast statistical functions supporting grouped and/or weighted computations on vectors, matrices and data.frames. Fast (ordered) and reusable grouping, quick data conversions, and quick select, replace or add data.frame columns. (2) Advanced aggregation: Fast and easy multi-data-type, multi-function, weighted, parallelized and fully customized data aggregation. (3) Advanced transformations: Fast (grouped, weighted) replacing and sweeping out of statistics, scaling, centering, higher-dimensional centering, complex linear prediction and partialling-out. (4) Advanced time-computations: Fast (sequences of) lags / leads, and (lagged / leaded, iterated) differences and growth rates on (unordered) time-series and panel data. Multivariate auto, partial and cross- correlation functions for panel data. Panel data to (ts-)array conversions. (5) List Processing: (Recursive) list search / identification, extraction / subsetting, data-apply, and row-binding / unlisting in 2D. (6) Advanced data exploration: Fast (grouped, weighted, panel-decomposed) summary statistics for complex multilevel / panel data.
Author: Sebastian Krantz [aut, cre], Matt Dowle [ctb], Arun Srinivasan [ctb], Simen Gaure [ctb], Dirk Eddelbuettel [ctb], R Core Team and contributors worldwide [ctb], Martyn Plummer [cph], 1999-2016 The R Core Team [cph]
Maintainer: Sebastian Krantz <sebastian.krantz@graduateinstitute.ch>

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Package cognitoR updated to version 1.0.0 with previous version 0.1.0 dated 2020-03-31

Title: Authentication for 'Shiny' Apps with 'Amazon Cognito'
Description: Provides authentication for Shiny applications using 'Amazon Cognito' ( <https://aws.amazon.com/es/cognito/>).
Author: Pablo Pagnone [aut, cre]
Maintainer: Pablo Pagnone <pablodp84@gmail.com>

Diff between cognitoR versions 0.1.0 dated 2020-03-31 and 1.0.0 dated 2020-04-01

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Package BMisc updated to version 1.4.1 with previous version 1.3.1 dated 2018-08-15

Title: Miscellaneous Functions for Panel Data, Quantiles, and Printing Results
Description: These are miscellaneous functions for working with panel data, quantiles, and printing results. For panel data, the package includes functions for making a panel data balanced (that is, dropping missing individuals that have missing observations in any time period), converting id numbers to row numbers, and to treat repeated cross sections as panel data under the assumption of rank invariance. For quantiles, there are functions to make distribution functions from a set of data points (this is particularly useful when a distribution function is created in several steps), to combine distribution functions based on some external weights, and to invert distribution functions. Finally, there are several other miscellaneous functions for obtaining weighted means, weighted distribution functions, and weighted quantiles; to generate summary statistics and their differences for two groups; and to add or drop covariates from formulas.
Author: Brantly Callaway [aut, cre]
Maintainer: Brantly Callaway <bmcallaw@olemiss.edu>

Diff between BMisc versions 1.3.1 dated 2018-08-15 and 1.4.1 dated 2020-04-01

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Package bivrp updated to version 1.2-2 with previous version 1.2 dated 2019-05-04

Title: Bivariate Residual Plots with Simulation Polygons
Description: Generates bivariate residual plots with simulation polygons for any diagnostics and bivariate model from which functions to extract the desired diagnostics, simulate new data and refit the models are available.
Author: Rafael de Andrade Moral [aut, cre], John Hinde [aut]
Maintainer: Rafael de Andrade Moral <rafael.deandrademoral@mu.ie>

Diff between bivrp versions 1.2 dated 2019-05-04 and 1.2-2 dated 2020-04-01

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New package belg with initial version 1.0.2
Package: belg
Title: Boltzmann Entropy of a Landscape Gradient
Version: 1.0.2
Description: Calculates the Boltzmann entropy of a landscape gradient. This package uses the analytical method created by Gao, P., Zhang, H. and Li, Z., 2018 (<doi:10.1111/tgis.12315>) and by Gao, P. and Li, Z., 2019 (<doi:10.1007/s10980-019-00854-3>). It also extend the original ideas by allowing calculations on data with missing values.
Authors@R: c(person("Jakub", "Nowosad", email = "nowosad.jakub@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-1057-3721")), person("Space Informatics Lab", role = c("cph")) )
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
ByteCompile: true
RoxygenNote: 7.1.0
Depends: R (>= 3.3.0)
LinkingTo: Rcpp, RcppArmadillo
Imports: raster, Rcpp
Suggests: testthat, sp, covr, knitr, rmarkdown, ggplot2, rasterVis
URL: https://r-spatialecology.github.io/belg/
BugReports: https://github.com/r-spatialecology/belg/issues
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2020-03-31 18:11:02 UTC; jn
Author: Jakub Nowosad [aut, cre] (<https://orcid.org/0000-0002-1057-3721>), Space Informatics Lab [cph]
Maintainer: Jakub Nowosad <nowosad.jakub@gmail.com>
Repository: CRAN
Date/Publication: 2020-04-01 12:30:17 UTC

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Package mrbsizeR updated to version 1.2.1.1 with previous version 1.2.1 dated 2019-12-13

Title: Scale Space Multiresolution Analysis of Random Signals
Description: A method for the multiresolution analysis of spatial fields and images to capture scale-dependent features. mrbsizeR is based on scale space smoothing and uses differences of smooths at neighbouring scales for finding features on different scales. To infer which of the captured features are credible, Bayesian analysis is used. The scale space multiresolution analysis has three steps: (1) Bayesian signal reconstruction. (2) Using differences of smooths, scale-dependent features of the reconstructed signal can be found. (3) Posterior credibility analysis of the differences of smooths created. The method has first been proposed by Holmstrom, Pasanen, Furrer, Sain (2011) <DOI:10.1016/j.csda.2011.04.011>. Matlab code is available under <http://cc.oulu.fi/~lpasanen/MRBSiZer/>.
Author: Thimo Schuster [aut], Roman Flury [cre, aut], Leena Pasanen [ctb], Reinhard Furrer [ctb]
Maintainer: Roman Flury <roman.flury@math.uzh.ch>

Diff between mrbsizeR versions 1.2.1 dated 2019-12-13 and 1.2.1.1 dated 2020-04-01

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Package GPareto updated to version 1.1.4.1 with previous version 1.1.4 dated 2019-12-06

Title: Gaussian Processes for Pareto Front Estimation and Optimization
Description: Gaussian process regression models, a.k.a. Kriging models, are applied to global multi-objective optimization of black-box functions. Multi-objective Expected Improvement and Step-wise Uncertainty Reduction sequential infill criteria are available. A quantification of uncertainty on Pareto fronts is provided using conditional simulations.
Author: Mickael Binois, Victor Picheny
Maintainer: Mickael Binois <mickael.binois@inria.fr>

Diff between GPareto versions 1.1.4 dated 2019-12-06 and 1.1.4.1 dated 2020-04-01

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Package bigassertr updated to version 0.1.3 with previous version 0.1.2 dated 2020-01-28

Title: Assertion and Message Functions
Description: Enhanced message functions (cat() / message() / warning() / error()) using wrappers around sprintf(). Also, multiple assertion functions (e.g. to check class, length, values, files, arguments, etc.).
Author: Florian Privé [aut, cre]
Maintainer: Florian Privé <florian.prive.21@gmail.com>

Diff between bigassertr versions 0.1.2 dated 2020-01-28 and 0.1.3 dated 2020-04-01

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New package stormwindmodel with initial version 0.1.3
Package: stormwindmodel
Type: Package
Title: Model Tropical Cyclone Wind Speeds
Version: 0.1.3
Date: 2020-03-31
Encoding: UTF-8
Language: en-US
Authors@R: c(person("Brooke", "Anderson", email = "brooke.anderson@colostate.edu", role = c("aut", "cre")), person("Andrea", "Schumacher", email = "andrea.schumacher@colostate.edu", role = c("aut")), person("Seth", "Guikema", email = "sguikema@umich.edu", role = c("aut")), person("Steven", "Quiring", email = "quiring.10@osu.edu", role = c("aut")), person("Joshua", "Ferreri", email = "joshua.m.ferreri@gmail.com", role = c("aut")), person("Andrea", "Staid", email = "astaid@gmail.com", role = c("ctb")), person("Michael", "Guo", email = "michaelzgao@gmail.com", role = c("ctb")), person("Lei", "Ming", email = "lei.meng@wmich.edu", role = c("ctb")), person("Laiyin", "Zhu", email = "laiyin.zhu@wmich.edu", role = c("ctb")))
Description: Allows users to input tracking data for a hurricane or other tropical storm, along with a data frame of grid points at which to model wind speeds. Functions in this package will then calculate wind speeds at each point based on wind model equations. This modeling framework is currently set up to model winds for North American locations with Atlantic basin storms. This work was supported in part by grants from the National Institute of Environmental Health Sciences (R00ES022631), the National Science Foundation (1331399), and the Department of Energy (DE-FG02-08ER64644).
URL: https://github.com/geanders/stormwindmodel
BugReports: https://github.com/geanders/stormwindmodel/issues
License: GPL (>= 2)
Imports: dplyr (>= 0.8.5), ggplot2 (>= 3.3.0), lubridate (>= 1.7.4), maps (>= 3.3.0), plyr (>= 1.8.6), rlang (>= 0.4.5), stringr (>= 1.4.0), tidyr (>= 1.0.2), weathermetrics (>= 1.2.2)
LazyData: TRUE
RoxygenNote: 7.0.2
Depends: R (>= 3.6)
Suggests: ggthemes (>= 4.2.0), gridExtra (>= 2.3.0), knitr (>= 1.28.0), mapproj (>= 1.2.7), purrr (>= 0.3.3), rgeos (>= 0.5.2), rmarkdown (>= 2.1.0), sf (>= 0.8.1), sp (>= 1.3.2), tigris (>= 0.9.1), viridis (>= 0.5.1)
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2020-04-01 05:08:49 UTC; georgianaanderson
Author: Brooke Anderson [aut, cre], Andrea Schumacher [aut], Seth Guikema [aut], Steven Quiring [aut], Joshua Ferreri [aut], Andrea Staid [ctb], Michael Guo [ctb], Lei Ming [ctb], Laiyin Zhu [ctb]
Maintainer: Brooke Anderson <brooke.anderson@colostate.edu>
Repository: CRAN
Date/Publication: 2020-04-01 10:10:03 UTC

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Package mrfDepth updated to version 1.0.12 with previous version 1.0.11 dated 2019-05-15

Title: Depth Measures in Multivariate, Regression and Functional Settings
Description: Tools to compute depth measures and implementations of related tasks such as outlier detection, data exploration and classification of multivariate, regression and functional data.
Author: Pieter Segaert [aut], Mia Hubert [aut], Peter Rousseeuw [aut], Jakob Raymaekers [aut, cre], Kaveh Vakili [ctb]
Maintainer: Jakob Raymaekers <jakob.raymaekers@kuleuven.be>

Diff between mrfDepth versions 1.0.11 dated 2019-05-15 and 1.0.12 dated 2020-04-01

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Package gtfs2gps updated to version 1.0-7 with previous version 1.0-5 dated 2020-03-16

Title: Converting Transport Data from GTFS Format to GPS-Like Records
Description: Convert general transit feed specification (GTFS) data to global positioning system (GPS) records in 'data.table' format. It also has some functions to subset GTFS data in time and space and to convert both representations to simple feature format.
Author: Rafael H. M. Pereira [aut] (<https://orcid.org/0000-0003-2125-7465>), Pedro R. Andrade [aut, cre] (<https://orcid.org/0000-0001-8675-4046>), Joao Bazzo [aut] (<https://orcid.org/0000-0003-4536-5006>), Ipea - Institue for Applied Economic Research [cph, fnd]
Maintainer: Pedro R. Andrade <pedro.andrade@inpe.br>

Diff between gtfs2gps versions 1.0-5 dated 2020-03-16 and 1.0-7 dated 2020-04-01

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Package uaparserjs updated to version 0.3.1 with previous version 0.1.0 dated 2016-08-05

Title: Parse 'User-Agent' Strings
Description: Despite there being a section in RFC 7231 <https://tools.ietf.org/html/rfc7231#section-5.5.3> defining a suggested structure for 'User-Agent' headers this data is notoriously difficult to parse consistently. Tools are provided that will take in user agent strings and return structured R objects. This is a 'V8'-backed package based on the 'ua-parser' project <https://github.com/ua-parser>.
Author: Bob Rudis [aut, cre], Lindsey Simon [aut] (uap-core), Tobie Langel [aut] (uap-core), Colman Humphrey [ctb]
Maintainer: Bob Rudis <bob@rud.is>

Diff between uaparserjs versions 0.1.0 dated 2016-08-05 and 0.3.1 dated 2020-04-01

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New package rGEDI with initial version 0.1.1
Package: rGEDI
Type: Package
Title: NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing
Version: 0.1.1
Authors@R: c( person("Carlos Alberto", "Silva", email = "carlos_engflorestal@outlook.com", role = c("aut", "cre", "cph")), person("Caio", "Hamamura", email = "caiohamamura@gmail.com", role = c("aut", "cph")), person("Ruben", "Valbuena", email = "r.valbuena@bangor.ac.uk", role = c("aut","ctb")), person("Steve", "Hancock", email = "steven.hancock@ed.ac.uk", role = c("aut","ctb")), person("Adrian", "Cardil", email = "adriancardil@gmail.com", role = c("aut","ctb")), person("Eben North", "Broadbent", email = "eben@ufl.edu", role = c("aut","ctb")), person("Danilo Roberti Alves de", "Almeida", email = "daniloflorestas@gmail.com", role = c("aut","ctb")), person("Celso H. L.", "Silva Junior", email = "celso.junior@inpe.br", role = c("aut","ctb")), person("Carine", "Klauberg", email = "carine_klauberg@hotmail.com", role = c("aut","ctb")), person("Burton", "Garbow", email = "", role = ("cph"), comment = "Is the author of the MINPACK-1 Least Squares Fitting Library"), person("Kenneth", "Hillstrom", email = "", role = ("cph"), comment = "Is the author of the MINPACK-1 Least Squares Fitting Library"), person("Jorge", "More", email = "", role = ("cph"), comment = "Is the author of the MINPACK-1 Least Squares Fitting Library"), person("Craig", "Markwardt", email = "", role = ("cph"), comment = "Is the author of the enhanced MINPACK-1 Least Squares Fitting Library"))
Maintainer: Carlos Alberto Silva <carlos_engflorestal@outlook.com>
Description: Set of tools for downloading, reading, visualizing and processing GEDI Level1B, Level2A and Level2B data.
License: GPL-3
Encoding: UTF-8
LazyData: true
Depends: methods
Imports: bit64, curl, data.table, fs, getPass, ggplot2, hdf5r, jsonlite, lazyeval, raster, RColorBrewer, sp, stats
Suggests: devtools, knitr, leaflet, leafsync, lidR, plot3D, rasterVis, rmarkdown, viridis, xtable
SystemRequirements: GNU Scientific Library >= 2.1, HDF5 (>= 1.8.13), libgeotiff (>= 1.4.0)
NeedsCompilation: yes
RoxygenNote: 7.0.2
VignetteBuilder: knitr
BugReports: https://groups.yahoo.com/neo/groups/rGEDI
URL: https://github.com/carlos-alberto-silva/rGEDI
Copyright: inst/COPYRIGHTS
Author: Carlos Alberto Silva [aut, cre, cph], Caio Hamamura [aut, cph], Ruben Valbuena [aut, ctb], Steve Hancock [aut, ctb], Adrian Cardil [aut, ctb], Eben North Broadbent [aut, ctb], Danilo Roberti Alves de Almeida [aut, ctb], Celso H. L. Silva Junior [aut, ctb], Carine Klauberg [aut, ctb], Burton Garbow [cph] (Is the author of the MINPACK-1 Least Squares Fitting Library), Kenneth Hillstrom [cph] (Is the author of the MINPACK-1 Least Squares Fitting Library), Jorge More [cph] (Is the author of the MINPACK-1 Least Squares Fitting Library), Craig Markwardt [cph] (Is the author of the enhanced MINPACK-1 Least Squares Fitting Library)
Repository: CRAN
Repository/R-Forge/Project: rgedi
Repository/R-Forge/Revision: 19
Repository/R-Forge/DateTimeStamp: 2020-03-31 16:53:31
Date/Publication: 2020-04-01 09:50:06 UTC
Packaged: 2020-03-31 17:11:00 UTC; rforge

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Package quantreg updated to version 5.55 with previous version 5.54 dated 2019-12-13

Title: Quantile Regression
Description: Estimation and inference methods for models of conditional quantiles: Linear and nonlinear parametric and non-parametric (total variation penalized) models for conditional quantiles of a univariate response and several methods for handling censored survival data. Portfolio selection methods based on expected shortfall risk are also now included.
Author: Roger Koenker [cre, aut], Stephen Portnoy [ctb] (Contributions to Censored QR code), Pin Tian Ng [ctb] (Contributions to Sparse QR code), Achim Zeileis [ctb] (Contributions to dynrq code essentially identical to his dynlm code), Philip Grosjean [ctb] (Contributions to nlrq code), Cleve Moler [ctb] (author of several linpack routines), Brian D Ripley [trl, ctb] (Initial (2001) R port from S (to my everlasting shame -- how could I have been so slow to adopt R!) and for numerous other suggestions and useful advice)
Maintainer: Roger Koenker <rkoenker@illinois.edu>

Diff between quantreg versions 5.54 dated 2019-12-13 and 5.55 dated 2020-04-01

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New package missMethods with initial version 0.1.0
Package: missMethods
Title: Methods for Missing Data
Version: 0.1.0
Authors@R: person(given = "Tobias", family = "Rockel", role = c("aut", "cre"), email = "Rockel.To@gmail.com")
Description: Supply functions for the creation and handling of missing data as well as tools to evaluate missing data methods. Nearly all possibilities of generating missing data discussed by Santos et. al (2019) <doi:10.1109/ACCESS.2019.2891360> and some additional are implemented. Functions are supplied to compare parameter estimates and imputed values to true values to evaluate missing data methods. Evaluations of these types are done, for example, by Cetin-Berber et al. (2019) <doi:10.1177/0013164418805532> and Kim et al. (2005) <doi:10.1093/bioinformatics/bth499>.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0
Suggests: ggplot2, knitr, lpSolve, rmarkdown, testthat (>= 2.1.0), tibble
Imports: stats
URL: https://github.com/torockel/missMethods
BugReports: https://github.com/torockel/missMethods/issues
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2020-04-01 08:22:52 UTC; toro5213
Author: Tobias Rockel [aut, cre]
Maintainer: Tobias Rockel <Rockel.To@gmail.com>
Repository: CRAN
Date/Publication: 2020-04-01 09:30:02 UTC

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Package maotai updated to version 0.1.4 with previous version 0.1.3 dated 2020-03-02

Title: Tools for Matrix Algebra, Optimization and Inference
Description: Matrix is an universal and sometimes primary object/unit in applied mathematics and statistics. We provide a number of algorithms for selected problems in optimization and statistical inference. For general exposition to the topic with focus on statistical context, see the book by Banerjee and Roy (2014, ISBN:9781420095388).
Author: Kisung You [aut, cre] (<https://orcid.org/0000-0002-8584-459X>)
Maintainer: Kisung You <kyoustat@gmail.com>

Diff between maotai versions 0.1.3 dated 2020-03-02 and 0.1.4 dated 2020-04-01

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New package hystReet with initial version 0.0.1
Package: hystReet
Type: Package
Title: Get Pedestrian Frequency Data from the 'Hystreet' Project
Date: 2020-03-28
Version: 0.0.1
Authors@R: person("Johannes", "Friedrich", role = c("aut", "cre"), email = "Johannes.Friedrich@posteo.de")
Maintainer: Johannes Friedrich <Johannes.Friedrich@posteo.de>
Description: An R API wrapper for the 'Hystreet' project <https://hystreet.com>. 'Hystreet' provides pedestrian counts in different cities in Germany.
URL: https://github.com/JohannesFriedrich/hystReet
BugReports: https://github.com/JohannesFriedrich/hystReet/issues
License: GPL-2
Depends: R (>= 3.4.0), httr, jsonlite, lubridate
Suggests: dplyr, ggplot2, htmltools, httptest (>= 3.0.0), knitr, rmarkdown, scales
LazyData: true
RoxygenNote: 7.1.0
Encoding: UTF-8
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2020-03-31 19:37:29 UTC; johannes
Author: Johannes Friedrich [aut, cre]
Repository: CRAN
Date/Publication: 2020-04-01 09:50:15 UTC

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Package gets updated to version 0.22 with previous version 0.21 dated 2019-09-30

Title: General-to-Specific (GETS) Modelling and Indicator Saturation Methods
Description: Automated General-to-Specific (GETS) modelling of the mean and variance of a regression, and indicator saturation methods for detecting and testing for structural breaks in the mean.
Author: Genaro Sucarrat [aut, cre], Felix Pretis [aut], James Reade [aut]
Maintainer: Genaro Sucarrat <genaro.sucarrat@bi.no>

Diff between gets versions 0.21 dated 2019-09-30 and 0.22 dated 2020-04-01

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Package cleaner updated to version 1.4.0 with previous version 1.3.1 dated 2020-01-31

Title: Fast and Easy Data Cleaning
Description: Data cleaning functions for classes logical, factor, numeric, character, currency and Date to make data cleaning fast and easy. Relying on very few dependencies, it provides smart guessing, but with user options to override anything if needed.
Author: Matthijs S. Berends [aut, cre] (<https://orcid.org/0000-0001-7620-1800>)
Maintainer: Matthijs S. Berends <m.s.berends@umcg.nl>

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New package bhpm with initial version 1.7
Package: bhpm
Type: Package
Title: Bayesian Hierarchical Poisson Models for Multiple Grouped Outcomes with Clustering
Version: 1.7
Date: 2020-03-31
Authors@R: person(given = "Raymond", family = "Carragher", role = c("aut", "cre"), email = "raymond.carragher@strath.ac.uk", comment = c(ORCID = "0000-0002-0120-625X"))
Author: Raymond Carragher [aut, cre] (<https://orcid.org/0000-0002-0120-625X>)
Maintainer: Raymond Carragher <raymond.carragher@strath.ac.uk>
Depends: coda
Encoding: UTF-8
Description: Bayesian hierarchical methods for the detection of differences in rates of related outcomes for multiple treatments for clustered observations. Theoretical background for the models is given in Carragher (2017) <https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.736866>. The models in this package are extensions for multiple treatments and clusters. This software was developed for the Precision Drug Theraputics: Risk Prediction in Pharmacoepidemiology project as part of a Rutherford Fund Fellowship at Health Data Research (UK), Medical Research Council (UK) award reference MR/S003967/1 (<https://gtr.ukri.org/>). Principal Investigator: Raymond Carragher.
License: GPL (>= 2)
NeedsCompilation: yes
Packaged: 2020-03-31 14:31:31 UTC; clb13102
Repository: CRAN
Date/Publication: 2020-04-01 09:50:18 UTC

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New package aziztest with initial version 0.1.0
Package: aziztest
Type: Package
Title: Novel Statistical Test for Aberration Enrichment
Version: 0.1.0
Author: Aziz M. Mezlini [aut,cre,cph]
Maintainer: Aziz M. Mezlini <mmezlini@mgh.harvard.edu>
Description: Testing for heterogeneous effects in a case-control setting. The aim here to discover an association that is beyond a mean difference between all cases and all controls. Instead, the signal of interest here is present in only a proportion of the cases. This test should be more powerful than a t-test or Wilcoxon test in this heterogeneous setting. Please cite the corresponding paper: Mezlini et al. (2020) <doi:10.1101/2020.03.23.002972>.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0
URL: https://www.biorxiv.org/content/10.1101/2020.03.23.002972v2
Imports: stats
NeedsCompilation: no
Packaged: 2020-03-31 18:49:00 UTC; aziz
Repository: CRAN
Date/Publication: 2020-04-01 09:40:02 UTC

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New package cort with initial version 0.3.0
Package: cort
Title: Some Empiric and Nonparametric Copula Models
Version: 0.3.0
Authors@R: person(given = "Oskar", family = "Laverny", role = c("aut", "cre"), email = "oskar.laverny@gmail.com", comment = c(ORCID = "0000-0002-7508-999X"))
Description: Provides S4 classes and methods to fit several copula models: The classic empirical checkerboard copula and the empirical checkerboard copula with known margins, see Cuberos, Masiello and Maume-Deschamps (2019) <doi:10.1080/03610926.2019.1586936> are proposed. These two models allow to fit copulas in high dimension with a small number of observations, and they are always proper copulas. Some flexibility is added via a possibility to differentiate the checkerboard parameter by dimension. The last model consist of the implementation of the Copula Recursive Tree algorithm, including the localised dimension reduction, which fits a copula by recursive splitting of the copula domain. We also provide an efficient way of mixing copulas, allowing to bag the algorithm into a forest, and a generic way of measuring d-dimensional boxes with a copula.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.0.2
Imports: Rdpack, magrittr, methods, purrr, nloptr, osqp, Rcpp, furrr
URL: https://github.com/lrnv/cort
BugReports: https://github.com/lrnv/cort/issues
Suggests: covr, testthat (>= 2.1.0), spelling, knitr, rmarkdown
Language: en-US
Collate: 'utils-pipe.R' 'utils.R' 'generics.R' 'Box.R' 'ConvexCombCopula.R' 'empiricalCopula.R' 'WeightedBox.R' 'Cort.R' 'CortForest.R' 'RcppExports.R' 'cbCopula.R' 'cbkmCopula.R' 'cort-package.R'
VignetteBuilder: knitr
RdMacros: Rdpack
LinkingTo: Rcpp
NeedsCompilation: yes
Packaged: 2020-03-31 15:47:00 UTC; U009192
Author: Oskar Laverny [aut, cre] (<https://orcid.org/0000-0002-7508-999X>)
Maintainer: Oskar Laverny <oskar.laverny@gmail.com>
Repository: CRAN
Date/Publication: 2020-04-01 08:40:02 UTC

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Package startup updated to version 0.14.1 with previous version 0.14.0 dated 2019-12-09

Title: Friendly R Startup Configuration
Description: Adds support for R startup configuration via '.Renviron.d' and '.Rprofile.d' directories in addition to '.Renviron' and '.Rprofile' files. This makes it possible to keep private / secret environment variables separate from other environment variables. It also makes it easier to share specific startup settings by simply copying a file to a directory.
Author: Henrik Bengtsson [aut, cre, cph]
Maintainer: Henrik Bengtsson <henrikb@braju.com>

Diff between startup versions 0.14.0 dated 2019-12-09 and 0.14.1 dated 2020-04-01

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Package SqlRender updated to version 1.6.5 with previous version 1.6.4 dated 2020-03-17

Title: Rendering Parameterized SQL and Translation to Dialects
Description: A rendering tool for parameterized SQL that also translates into different SQL dialects. These dialects include 'Microsoft Sql Server', 'Oracle', 'PostgreSql', 'Amazon RedShift', 'Apache Impala', 'IBM Netezza', 'Google BigQuery', 'Microsoft PDW', and 'SQLite'.
Author: Martijn Schuemie [aut, cre], Marc Suchard [aut]
Maintainer: Martijn Schuemie <schuemie@ohdsi.org>

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Package SmartEDA updated to version 0.3.4 with previous version 0.3.3 dated 2020-01-21

Title: Summarize and Explore the Data
Description: Exploratory analysis on any input data describing the structure and the relationships present in the data. The package automatically select the variable and does related descriptive statistics. Analyzing information value, weight of evidence, custom tables, summary statistics, graphical techniques will be performed for both numeric and categorical predictors.
Author: Dayanand Ubrangala [aut, cre], Kiran R [aut, ctb], Ravi Prasad Kondapalli [aut, ctb], Sayan Putatunda [aut, ctb]
Maintainer: Dayanand Ubrangala <daya6489@gmail.com>

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Package pcr updated to version 1.2.2 with previous version 1.2.1 dated 2020-02-25

Title: Analyzing Real-Time Quantitative PCR Data
Description: Calculates the amplification efficiency and curves from real-time quantitative PCR (Polymerase Chain Reaction) data. Estimates the relative expression from PCR data using the double delta CT and the standard curve methods Livak & Schmittgen (2001) <doi:10.1006/meth.2001.1262>. Tests for statistical significance using two-group tests and linear regression Yuan et al. (2006) <doi: 10.1186/1471-2105-7-85>.
Author: Mahmoud Ahmed [aut, cre] (<https://orcid.org/0000-0002-4377-6541>)
Maintainer: Mahmoud Ahmed <mahmoud.s.fahmy@students.kasralainy.edu.eg>

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Package IncDTW updated to version 1.1.3.1 with previous version 1.1.3 dated 2019-12-18

Title: Incremental Calculation of Dynamic Time Warping
Description: The Dynamic Time Warping (DTW) distance measure for time series allows non-linear alignments of time series to match similar patterns in time series of different lengths and or different speeds. IncDTW is characterized by (1) the incremental calculation of DTW (reduces runtime complexity to a linear level for updating the DTW distance) - especially for life data streams or subsequence matching, (2) the vector based implementation of DTW which is faster because no matrices are allocated (reduces the space complexity from a quadratic to a linear level in the number of observations) - for all runtime intensive DTW computations, (3) the subsequence matching algorithm runDTW, that efficiently finds the k-NN to a query pattern in a long time series, and (4) C++ in the heart. For details about DTW see the original paper "Dynamic programming algorithm optimization for spoken word recognition" by Sakoe and Chiba (1978) <DOI:10.1109/TASSP.1978.1163055>.
Author: Maximilian Leodolter
Maintainer: Maximilian Leodolter <maximilian.leodolter@gmail.com>

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Package tbm updated to version 0.3-2.1 with previous version 0.3-2 dated 2019-12-11

Title: Transformation Boosting Machines
Description: Boosting the likelihood of conditional and shift transformation models.
Author: Torsten Hothorn [aut, cre] (<https://orcid.org/0000-0001-8301-0471>)
Maintainer: Torsten Hothorn <Torsten.Hothorn@R-project.org>

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Package taxize updated to version 0.9.94 with previous version 0.9.93 dated 2020-03-20

Title: Taxonomic Information from Around the Web
Description: Interacts with a suite of web 'APIs' for taxonomic tasks, such as getting database specific taxonomic identifiers, verifying species names, getting taxonomic hierarchies, fetching downstream and upstream taxonomic names, getting taxonomic synonyms, converting scientific to common names and vice versa, and more.
Author: Scott Chamberlain [aut, cre] (<https://orcid.org/0000-0003-1444-9135>), Eduard Szoecs [aut], Zachary Foster [aut], Zebulun Arendsee [aut], Carl Boettiger [ctb], Karthik Ram [ctb], Ignasi Bartomeus [ctb], John Baumgartner [ctb], James O'Donnell [ctb], Jari Oksanen [ctb], Bastian Greshake Tzovaras [ctb], Philippe Marchand [ctb], Vinh Tran [ctb], Maëlle Salmon [ctb], Gaopeng Li [ctb], Matthias Grenié [ctb], rOpenSci [fnd] (https://ropensci.org/)
Maintainer: Scott Chamberlain <myrmecocystus@gmail.com>

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Package shadow updated to version 0.6.4.1 with previous version 0.6.4 dated 2020-02-03

Title: Geometric Shadow Calculations
Description: Functions for calculating: (1) shadow height, (2) logical shadow flag, (3) shadow footprint, (4) Sky View Factor and (5) radiation load. Basic required inputs include a polygonal layer of obstacle outlines along with their heights (i.e. "extruded polygons"), sun azimuth and sun elevation. The package also provides functions for related preliminary calculations: breaking polygons into line segments, determining azimuth of line segments, shifting segments by azimuth and distance, constructing the footprint of a line-of-sight between an observer and the sun, and creating a 3D grid covering the surface area of extruded polygons.
Author: Michael Dorman [aut, cre], Evyatar Erell [ctb], Itai Kloog [ctb], Adi Vulkan [ctb]
Maintainer: Michael Dorman <dorman@post.bgu.ac.il>

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Package RNiftyReg updated to version 2.6.8 with previous version 2.6.7 dated 2019-09-11

Title: Image Registration Using the 'NiftyReg' Library
Description: Provides an 'R' interface to the 'NiftyReg' image registration tools <http://sourceforge.net/projects/niftyreg/>. Linear and nonlinear registration are supported, in two and three dimensions.
Author: Jon Clayden [cre, aut], Marc Modat [aut], Benoit Presles [aut], Thanasis Anthopoulos [aut], Pankaj Daga [aut]
Maintainer: Jon Clayden <code@clayden.org>

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Package rmapshaper updated to version 0.4.4 with previous version 0.4.3 dated 2020-01-28

Title: Client for 'mapshaper' for 'Geospatial' Operations
Description: Edit and simplify 'geojson', 'Spatial', and 'sf' objects. This is wrapper around the 'mapshaper' 'JavaScript' library by Matthew Bloch <https://github.com/mbloch/mapshaper/> to perform topologically-aware polygon simplification, as well as other operations such as clipping, erasing, dissolving, and converting 'multi-part' to 'single-part' geometries. It relies on the 'geojsonio' package for working with 'geojson' objects, the 'sf' package for working with 'sf' objects, and the 'sp' and 'rgdal' packages for working with 'Spatial' objects.
Author: Andy Teucher [aut, cre], Kenton Russell [aut] (JavaScript support), Matthew Bloch [cph] (mapshaper Javascript library)
Maintainer: Andy Teucher <andy.teucher@gmail.com>

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Package ISEtools updated to version 3.1.1.1 with previous version 3.1.1 dated 2019-01-08

Title: Tools for Ion Selective Electrodes
Description: Characterisation and calibration of single or multiple Ion Selective Electrodes (ISEs); activity estimation of experimental samples. Implements methods described in: Dillingham, P.W., Radu, T., Diamond, D., Radu, A. and McGraw, C.M. (2012) <doi:10.1002/elan.201100510> and Dillingham, P.W., Alsaedi, B.S.O. and McGraw, C.M. (2017) <doi:10.1109/ICSENS.2017.8233898>.
Author: Peter Dillingham [aut, cre], Christina McGraw [ctb], Aleksandar Radu [ctb], Basim Alsaedi [ctb]
Maintainer: Peter Dillingham <peter.dillingham@otago.ac.nz>

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Package hyperSpec updated to version 0.99-20200213.1 with previous version 0.99-20200213 dated 2020-02-14

Title: Work with Hyperspectral Data, i.e. Spectra + Meta Information (Spatial, Time, Concentration, ...)
Description: Comfortable ways to work with hyperspectral data sets. I.e. spatially or time-resolved spectra, or spectra with any other kind of information associated with each of the spectra. The spectra can be data as obtained in XRF, UV/VIS, Fluorescence, AES, NIR, IR, Raman, NMR, MS, etc. More generally, any data that is recorded over a discretized variable, e.g. absorbance = f (wavelength), stored as a vector of absorbance values for discrete wavelengths is suitable.
Author: Claudia Beleites [aut, cre, dtc], Valter Sergo [aut], Alois Bonifacio [ctb, dtc], Marcel Dahms [ctb], Björn Egert [ctb], Simon Fuller [ctb], Vilmantas Gegzna [ctb], Rustam Guliev [ctb], Bryan Hanson [ctb], Michael Hermes [ctb], Martin Kammer [dtc], Roman Kiselev [ctb], Sebastian Mellor [ctb]
Maintainer: Claudia Beleites <Claudia.Beleites@chemometrix.gmbh>

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Package huge updated to version 1.3.4.1 with previous version 1.3.4 dated 2019-10-28

Title: High-Dimensional Undirected Graph Estimation
Description: Provides a general framework for high-dimensional undirected graph estimation. It integrates data preprocessing, neighborhood screening, graph estimation, and model selection techniques into a pipeline. In preprocessing stage, the nonparanormal(npn) transformation is applied to help relax the normality assumption. In the graph estimation stage, the graph structure is estimated by Meinshausen-Buhlmann graph estimation or the graphical lasso, and both methods can be further accelerated by the lossy screening rule preselecting the neighborhood of each variable by correlation thresholding. We target on high-dimensional data analysis usually d >> n, and the computation is memory-optimized using the sparse matrix output. We also provide a computationally efficient approach, correlation thresholding graph estimation. Three regularization/thresholding parameter selection methods are included in this package: (1)stability approach for regularization selection (2) rotation information criterion (3) extended Bayesian information criterion which is only available for the graphical lasso.
Author: Haoming Jiang, Xinyu Fei, Han Liu, Kathryn Roeder, John Lafferty, Larry Wasserman, Xingguo Li, and Tuo Zhao
Maintainer: Haoming Jiang <jianghm.ustc@gmail.com>

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Package HDoutliers updated to version 1.0.1 with previous version 1.0 dated 2018-02-11

Title: Leland Wilkinson's Algorithm for Detecting Multidimensional Outliers
Description: An implementation of an algorithm for outlier detection that can handle a) data with a mixed categorical and continuous variables, b) many columns of data, c) many rows of data, d) outliers that mask other outliers, and e) both unidimensional and multidimensional datasets. Unlike ad hoc methods found in many machine learning papers, HDoutliers is based on a distributional model that uses probabilities to determine outliers. See <https://www.cs.uic.edu/~wilkinson/Publications/outliers.pdf>.
Author: Chris Fraley [aut, cre], Leland Wilkinson [ctb]
Maintainer: Chris Fraley <cfraley@tableau.com>

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Package FRK updated to version 0.2.2.1 with previous version 0.2.2 dated 2018-07-13

Title: Fixed Rank Kriging
Description: Fixed Rank Kriging is a tool for spatial/spatio-temporal modelling and prediction with large datasets. The approach, discussed in Cressie and Johannesson (2008) <DOI:10.1111/j.1467-9868.2007.00633.x>, decomposes the field, and hence the covariance function, using a fixed set of n basis functions, where n is typically much smaller than the number of data points (or polygons) m. The method naturally allows for non-stationary, anisotropic covariance functions and the use of observations with varying support (with known error variance). The projected field is a key building block of the Spatial Random Effects (SRE) model, on which this package is based. The package FRK provides helper functions to model, fit, and predict using an SRE with relative ease.
Author: Andrew Zammit-Mangion [aut, cre]
Maintainer: Andrew Zammit-Mangion <andrewzm@gmail.com>

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