Thu, 16 Jun 2022

Package RHclust updated to version 1.1.0 with previous version 1.0.0 dated 2021-05-06

Title: Vectors in Partitioning
Description: Non-parametric clustering of joint pattern multi-genetic/epigenetic factors. The goal of this package is to cluster subjects based on gene features including single nucleotide polymorphisms (SNPs), DNA methylation (CPG), and gene expression (GE). The novel concept follows the general K-means (Hartigan and Wong (1979) <doi:10.2307/2346830> framework but uses weighted Euclidean distances across the gene features to cluster subjects. This approach is unique in that it attempts to capture all pairwise interactions in an effort to cluster based on their complex biological interactions.
Author: Joseph Handwerker [aut, cre], Lauren Sobral [ctb], Meredith Ray [aut, ctb]
Maintainer: Joseph Handwerker <jkhndwrk@memphis.edu>

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Package CR2 updated to version 0.1.1 with previous version 0.1.0 dated 2022-05-21

Title: Compute Cluster Robust Standard Errors with Degrees of Freedom Adjustments
Description: Estimate different types of cluster robust standard errors (CR0, CR1, CR2) with degrees of freedom adjustments. Standard errors are computed based on 'Liang and Zeger' (1986) <doi:10.1093/biomet/73.1.13> and Bell and 'McCaffrey' <https://www150.statcan.gc.ca/n1/en/pub/12-001-x/2002002/article/9058-eng.pdf?st=NxMjN1YZ>. Functions used in Huang and Li <doi:10.3758/s13428-021-01627-0>, Huang, 'Wiedermann', and 'Zhang' <doi:10.1080/00273171.2022.2077290>, and Huang, 'Zhang', and Li (forthcoming: Journal of Research on Educational Effectiveness).
Author: Francis Huang [aut, cre] , Bixi Zhang [aut]
Maintainer: Francis Huang <flhuang2000@yahoo.com>

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Package piecepackr updated to version 1.11.1 with previous version 1.10.3 dated 2022-03-22

Title: Board Game Graphics
Description: Functions to make board game graphics with the 'ggplot2', 'grid', 'rayrender', 'rayvertex', and 'rgl' packages. Specializes in game diagrams, animations, and "Print & Play" layouts for the 'piecepack' <https://www.ludism.org/ppwiki> but can make graphics for other board game systems. Includes configurations for several public domain game systems such as checkers, (double-18) dominoes, go, 'piecepack', playing cards, etc.
Author: Trevor L Davis [aut, cre], Linux Foundation [dtc] , Delapouite <https://delapouite.com/> [ill] , Creative Commons [ill] ` uses "license badges" from Creative Commons to describe the generated print-and-play file's license)
Maintainer: Trevor L Davis <trevor.l.davis@gmail.com>

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Package logitr updated to version 0.7.0 with previous version 0.6.1 dated 2022-06-12

Title: Logit Models w/Preference & WTP Space Utility Parameterizations
Description: Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R. Models can be estimated using "Preference" space or "Willingness-to-pay" (WTP) space utility parameterizations. Weighted models can also be estimated. An option is available to run a parallelized multistart optimization loop with random starting points in each iteration, which is useful for non-convex problems like MXL models or models with WTP space utility parameterizations. The main optimization loop uses the 'nloptr' package to minimize the negative log-likelihood function. Additional functions are available for computing and comparing WTP from both preference space and WTP space models and for predicting expected choices and choice probabilities for sets of alternatives based on an estimated model. Mixed logit models can include uncorrelated or correlated heterogeneity covariances and are estimated using maximum simulated likelihood based on the algorithms in Train (2009) "Discrete Choice Methods with Simulation, 2nd Edition" <doi:10.1017/CBO9780511805271>.
Author: John Helveston [aut, cre, cph] , Connor Forsythe [ctb]
Maintainer: John Helveston <john.helveston@gmail.com>

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Package IsoMemo updated to version 1.0.6 with previous version 1.0.5 dated 2022-06-03

Title: Retrieve Data using the 'IsoMemo' API
Description: API wrapper that contains functions to retrieve data from the 'IsoMemo' partnership databases. Web services for API: <https://isomemodb.com/api/v1/iso-data>.
Author: Jianyin Roachell [cre], Andreas Neudecker [aut], Ricardo Fernandes [aut]
Maintainer: Jianyin Roachell <jianyin.roachell@inwt-statistics.de>

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Package bayesian updated to version 0.0.9 with previous version 0.0.8 dated 2022-01-20

Title: Bindings for Bayesian TidyModels
Description: Fit Bayesian models using 'brms'/'Stan' with 'parsnip'/'tidymodels' via 'bayesian' <doi:10.5281/zenodo.6654386>. 'tidymodels' is a collection of packages for machine learning; see Kuhn and Wickham (2020) <https://www.tidymodels.org>). The technical details of 'brms' and 'Stan' are described in Bürkner (2017) <doi:10.18637/jss.v080.i01>, Bürkner (2018) <doi:10.32614/RJ-2018-017>, and Carpenter et al. (2017) <doi:10.18637/jss.v076.i01>.
Author: Hamada S. Badr [aut, cre] , Paul-Christian Buerkner [aut]
Maintainer: Hamada S. Badr <badr@jhu.edu>

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Package additive updated to version 0.0.5 with previous version 0.0.4 dated 2022-01-20

Title: Bindings for Additive TidyModels
Description: Fit Generalized Additive Models (GAM) using 'mgcv' with 'parsnip'/'tidymodels' via 'additive' <doi:10.5281/zenodo.6654298>. 'tidymodels' is a collection of packages for machine learning; see Kuhn and Wickham (2020) <https://www.tidymodels.org>). The technical details of 'mgcv' are described in Wood (2017) <doi:10.1201/9781315370279>.
Author: Hamada S. Badr [aut, cre]
Maintainer: Hamada S. Badr <badr@jhu.edu>

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Package geocmeans updated to version 0.2.2 with previous version 0.2.0 dated 2021-08-23

Title: Implementing Methods for Spatial Fuzzy Unsupervised Classification
Description: Provides functions to apply spatial fuzzy unsupervised classification, visualize and interpret results. This method is well suited when the user wants to analyze data with a fuzzy clustering algorithm and to account for the spatial dimension of the dataset. In addition, indexes for estimating the spatial consistency and classification quality are proposed. The methods were originally proposed in the field of brain imagery (seed Cai and al. 2007 <doi:10.1016/j.patcog.2006.07.011> and Zaho and al. 2013 <doi:10.1016/j.dsp.2012.09.016>) and recently applied in geography (see Gelb and Apparicio <doi:10.4000/cybergeo.36414>).
Author: Jeremy Gelb [aut, cre], Philippe Apparicio [ctb]
Maintainer: Jeremy Gelb <jeremy.gelb@ucs.inrs.ca>

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Package FIESTA updated to version 3.4.1 with previous version 3.4.0 dated 2022-05-19

Title: Forest Inventory Estimation and Analysis
Description: A research estimation tool for analysts that work with sample-based inventory data from the U.S. Department of Agriculture, Forest Service, Forest Inventory and Analysis (FIA) Program.
Author: Tracey Frescino [aut], Gretchen Moisen [aut], Paul Patterson [aut], Chris Toney [aut], Grayson White [aut, cre]
Maintainer: Grayson White <graysonwhite13@gmail.com>

Diff between FIESTA versions 3.4.0 dated 2022-05-19 and 3.4.1 dated 2022-06-16

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Package PRSPGx updated to version 0.2.0 with previous version 0.1.0 dated 2021-12-15

Title: Construct PGx PRS
Description: Construct pharmacogenomics (PGx) polygenic risk score (PRS) with PRS-PGx-Unadj (unadjusted), PRS-PGx-CT (clumping and thresholding), PRS-PGx-L, -GL, -SGL (penalized regression), PRS-PGx-Bayes (Bayesian regression). Package is based on ''Pharmacogenomics Polyenic Risk Score for Drug Response Prediction Using PRS-PGx Methods'' by Zhai, S., Zhang, H., Mehrotra, D.V., and Shen, J., 2021 (submitted).
Author: Song Zhai [aut, cre]
Maintainer: Song Zhai <zsviolet1993@gmail.com>

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New package sae.prop with initial version 0.1.0
Package: sae.prop
Title: Small Area Estimation using Fay-Herriot Models with Additive Logistic Transformation
Version: 0.1.0
Description: Implements Additive Logistic Transformation (alr) for Small Area Estimation under Fay Herriot Model. Small Area Estimation is used to borrow strength from auxiliary variables to improve the effectiveness of a domain sample size. This package uses Empirical Best Linear Unbiased Prediction (EBLUP) estimator. The Additive Logistic Transformation (alr) are based on transformation by Aitchison J (1986). The covariance matrix for multivariate application is base on covariance matrix used by Esteban M, Lombardía M, López-Vizcaíno E, Morales D, and Pérez A <doi:10.1007/s11749-019-00688-w>. The non-sampled models are modified area-level models based on models proposed by Anisa R, Kurnia A, and Indahwati I <doi:10.9790/5728-10121519>, with univariate model using model-3, and multivariate model using model-1. The MSE are estimated using Parametric Bootstrap approach. For non-sampled cases, MSE are estimated using modified approach proposed by Haris F and Ubaidillah A <doi:10.4108/eai.2-8-2019.2290339>.
License: GPL-3
Encoding: UTF-8
LazyData: true
URL: https://github.com/mrijalussholihin/sae.prop
BugReports: https://github.com/mrijalussholihin/sae.prop/issues
Imports: stats, utils, magic, MASS, corpcor, progress, fpc
NeedsCompilation: no
Packaged: 2022-06-15 09:27:40 UTC; M. Rijalus Sholihin
Author: M. Rijalus Sholihin [aut, cre], Cucu Sumarni [aut]
Maintainer: M. Rijalus Sholihin <221810400@stis.ac.id>
Repository: CRAN
Date/Publication: 2022-06-16 16:10:02 UTC

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New package ontologics with initial version 0.1.0
Package: ontologics
Title: Code-Logics to Handle Ontologies
Version: 0.1.0
Description: Provides tools to build and work with an ontology of linked (open) data in a tidy workflow. It is inspired by the FAO caliper platform and makes use of the Simple Knowledge Organisation System (SKOS).
URL: https://github.com/luckinet/ontologics
BugReports: https://github.com/luckinet/ontologics/issues
Depends: R (>= 2.10)
License: GPL (>= 3)
Encoding: UTF-8
Imports: checkmate, dplyr, magrittr, purrr, readr, rlang, stringr, tibble, tidyr, tidyselect
NeedsCompilation: no
Packaged: 2022-06-15 08:49:58 UTC; se87kuhe
Author: Steffen Ehrmann [aut, cre]
Maintainer: Steffen Ehrmann <steffen.ehrmann@posteo.de>
Repository: CRAN
Date/Publication: 2022-06-16 16:10:05 UTC

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Package jfa updated to version 0.6.4 with previous version 0.6.3 dated 2022-02-21

Title: Bayesian and Classical Audit Sampling
Description: Provides statistical audit sampling methods as implemented in JASP for Audit (Derks et al., 2021 <doi:10.21105/joss.02733>). The package makes it easy for an auditor to plan a statistical sample, select the sample from the population, and evaluate the misstatement in the sample compliant with the International Standards on Auditing. Next to classical audit sampling methodology, the package implements Bayesian equivalents of these methods whose statistical underpinnings are described in Derks et al. (2021) <doi:10.1111/ijau.12240>, Derks et al. (2021) <doi:10.31234/osf.io/kzqp5>, and Derks et al. (2022) <doi:10.31234/osf.io/8nf3e>.
Author: Koen Derks [aut, cre]
Maintainer: Koen Derks <k.derks@nyenrode.nl>

Diff between jfa versions 0.6.3 dated 2022-02-21 and 0.6.4 dated 2022-06-16

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Package digitTests updated to version 0.1.2 with previous version 0.1.1 dated 2021-11-09

Title: Tests for Detecting Irregular Digit Patterns
Description: Provides statistical tests and support functions for detecting irregular digit patterns in numerical data. The package includes tools for extracting digits at various locations in a number, tests for repeated values, and (Bayesian) tests of digit distributions.
Author: Koen Derks [aut, cre]
Maintainer: Koen Derks <k.derks@nyenrode.nl>

Diff between digitTests versions 0.1.1 dated 2021-11-09 and 0.1.2 dated 2022-06-16

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Package dgof updated to version 1.4 with previous version 1.2 dated 2013-10-25

Title: Discrete Goodness-of-Fit Tests
Description: A revision to the stats::ks.test() function and the associated ks.test.Rd help page. With one minor exception, it does not change the existing behavior of ks.test(), and it adds features necessary for doing one-sample tests with hypothesized discrete distributions. The package also contains cvm.test(), for doing one-sample Cramer-von Mises goodness-of-fit tests.
Author: Taylor B. Arnold, John W. Emerson, R Core Team and contributors worldwide
Maintainer: Taylor B. Arnold <taylor.b.arnold@gmail.com>

Diff between dgof versions 1.2 dated 2013-10-25 and 1.4 dated 2022-06-16

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Package alphahull updated to version 2.5 with previous version 2.4 dated 2022-03-16

Title: Generalization of the Convex Hull of a Sample of Points in the Plane
Description: Computation of the alpha-shape and alpha-convex hull of a given sample of points in the plane. The concepts of alpha-shape and alpha-convex hull generalize the definition of the convex hull of a finite set of points. The programming is based on the duality between the Voronoi diagram and Delaunay triangulation. The package also includes a function that returns the Delaunay mesh of a given sample of points and its dual Voronoi diagram in one single object.
Author: Beatriz Pateiro-Lopez [aut, cre], Alberto Rodriguez-Casal, [aut].
Maintainer: Beatriz Pateiro-Lopez <beatriz.pateiro@usc.es>

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Package sommer updated to version 4.1.7 with previous version 4.1.6 dated 2022-04-17

Title: Solving Mixed Model Equations in R
Description: Structural multivariate-univariate linear mixed model solver for estimation of multiple random effects with unknown variance-covariance structures (e.g., heterogeneous and unstructured) and known covariance among levels of random effects (e.g., pedigree and genomic relationship matrices) (Covarrubias-Pazaran, 2016 <doi:10.1371/journal.pone.0156744>; Maier et al., 2015 <doi:10.1016/j.ajhg.2014.12.006>). REML estimates can be obtained using the Direct-Inversion Newton-Raphson and Direct-Inversion Average Information algorithms for the problems r x r (r being the number f records) or using the mixed-model-equations-based average information algorithm for the problem c x c (c being the number of coefficients to estimate). Spatial models can also be fitted using the two-dimensional spline functionality available in sommer.
Author: Giovanny Covarrubias-Pazaran
Maintainer: Giovanny Covarrubias-Pazaran <cova_ruber@live.com.mx>

Diff between sommer versions 4.1.6 dated 2022-04-17 and 4.1.7 dated 2022-06-16

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Package phangorn updated to version 2.9.0 with previous version 2.8.1 dated 2021-12-14

Title: Phylogenetic Reconstruction and Analysis
Description: Allows for estimation of phylogenetic trees and networks using Maximum Likelihood, Maximum Parsimony, distance methods and Hadamard conjugation (Schliep 2011). Offers methods for tree comparison, model selection and visualization of phylogenetic networks as described in Schliep et al. (2017).
Author: Klaus Schliep [aut, cre] , Emmanuel Paradis [aut] , Leonardo de Oliveira Martins [aut] , Alastair Potts [aut], Tim W. White [aut], Cyrill Stachniss [ctb], Michelle Kendall [ctb], Keren Halabi [ctb], Richel Bilderbeek [ctb], Kristin Winchell [ctb], Li [...truncated...]
Maintainer: Klaus Schliep <klaus.schliep@gmail.com>

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Package simputation updated to version 0.2.8 with previous version 0.2.7 dated 2021-09-16

Title: Simple Imputation
Description: Easy to use interfaces to a number of imputation methods that fit in the not-a-pipe operator of the 'magrittr' package.
Author: Mark van der Loo [aut, cre]
Maintainer: Mark van der Loo <mark.vanderloo@gmail.com>

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Package inaparc updated to version 1.2.0 with previous version 1.1.0 dated 2020-02-08

Title: Initialization Algorithms for Partitioning Cluster Analysis
Description: Partitioning clustering algorithms divide data sets into k subsets or partitions so-called clusters. They require some initialization procedures for starting the algorithms. Initialization of cluster prototypes is one of such kind of procedures for most of the partitioning algorithms. Cluster prototypes are the centers of clusters, i.e. centroids or medoids, representing the clusters in a data set. In order to initialize cluster prototypes, the package 'inaparc' contains a set of the functions that are the implementations of several linear time-complexity and loglinear time-complexity methods in addition to some novel techniques. Initialization of fuzzy membership degrees matrices is another important task for starting the probabilistic and possibilistic partitioning algorithms. In order to initialize membership degrees matrices required by these algorithms, a number of functions based on some traditional and novel initialization techniques are also available in the package 'inaparc'.
Author: Zeynel Cebeci [aut, cre], Cagatay Cebeci [aut]
Maintainer: Zeynel Cebeci <zcebeci@cukurova.edu.tr>

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Package lintools updated to version 0.1.6 with previous version 0.1.5 dated 2021-04-29

Title: Manipulation of Linear Systems of (in)Equalities
Description: Variable elimination (Gaussian elimination, Fourier-Motzkin elimination), Moore-Penrose pseudoinverse, reduction to reduced row echelon form, value substitution, projecting a vector on the convex polytope described by a system of (in)equations, simplify systems by removing spurious columns and rows and collapse implied equalities, test if a matrix is totally unimodular, compute variable ranges implied by linear (in)equalities.
Author: Mark van der Loo [aut, cre], Edwin de Jonge [aut]
Maintainer: Mark van der Loo <mark.vanderloo@gmail.com>

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Package rspa updated to version 0.2.7 with previous version 0.2.6 dated 2022-05-24

Title: Adapt Numerical Records to Fit (in)Equality Restrictions
Description: Minimally adjust the values of numerical records in a data.frame, such that each record satisfies a predefined set of equality and/or inequality constraints. The constraints can be defined using the 'validate' package. The core algorithms have recently been moved to the 'lintools' package, refer to 'lintools' for a more basic interface and access to a version of the algorithm that works with sparse matrices.
Author: Mark van der Loo
Maintainer: Mark van der Loo <mark.vanderloo@gmail.com>

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Package rdrobust updated to version 2.0.2 with previous version 2.0.1 dated 2022-06-07

Title: Robust Data-Driven Statistical Inference in Regression-Discontinuity Designs
Description: Regression-discontinuity (RD) designs are quasi-experimental research designs popular in social, behavioral and natural sciences. The RD design is usually employed to study the (local) causal effect of a treatment, intervention or policy. This package provides tools for data-driven graphical and analytical statistical inference in RD designs: rdrobust() to construct local-polynomial point estimators and robust confidence intervals for average treatment effects at the cutoff in Sharp, Fuzzy and Kink RD settings, rdbwselect() to perform bandwidth selection for the different procedures implemented, and rdplot() to conduct exploratory data analysis (RD plots).
Author: Sebastian Calonico <sebastian.calonico@columbia.edu>, Matias D. Cattaneo <cattaneo@princeton.edu>, Max H. Farrell <max.farrell@chicagobooth.edu>, Rocio Titiunik <titiunik@princeton.edu>
Maintainer: Sebastian Calonico <sebastian.calonico@columbia.edu>

Diff between rdrobust versions 2.0.1 dated 2022-06-07 and 2.0.2 dated 2022-06-16

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 R/rdrobust.R            |  285 ++++++++++++++++++++++++------------------------
 man/rdrobust-package.Rd |    4 
 6 files changed, 168 insertions(+), 169 deletions(-)

More information about rdrobust at CRAN
Permanent link

Package parsnip updated to version 1.0.0 with previous version 0.2.1 dated 2022-03-17

Title: A Common API to Modeling and Analysis Functions
Description: A common interface is provided to allow users to specify a model without having to remember the different argument names across different functions or computational engines (e.g. 'R', 'Spark', 'Stan', etc).
Author: Max Kuhn [aut, cre], Davis Vaughan [aut], Emil Hvitfeldt [ctb], RStudio [cph, fnd]
Maintainer: Max Kuhn <max@rstudio.com>

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Package restfulr updated to version 0.0.15 with previous version 0.0.14 dated 2022-06-05

Title: R Interface to RESTful Web Services
Description: Models a RESTful service as if it were a nested R list.
Author: Michael Lawrence
Maintainer: Michael Lawrence <michafla@gene.com>

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Package FoReco updated to version 0.2.4 with previous version 0.2.2 dated 2022-02-17

Title: Point Forecast Reconciliation
Description: Classical (bottom-up and top-down), optimal and heuristic combination forecast reconciliation procedures for cross-sectional, temporal, and cross-temporal linearly constrained time series (Di Fonzo and Girolimetto, 2021) <doi:10.1016/j.ijforecast.2021.08.004>.
Author: Daniele Girolimetto [aut, cre, fnd], Tommaso Di Fonzo [aut, fnd]
Maintainer: Daniele Girolimetto <daniele.girolimetto@phd.unipd.it>

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New package ycevo with initial version 0.1.1
Package: ycevo
Title: Nonparametric Estimation of the Yield Curve Evolution
Version: 0.1.1
Maintainer: Yangzhuoran Fin Yang <yangyangzhuoran@gmail.com>
Description: Nonparametric estimation of the discount rate and yield curve. Koo, B., La Vecchia, D., & Linton, O. B. (2021) <doi:10.1016/j.jeconom.2020.04.014> describe the application with the Center for Research in Security Prices (CRSP) Bond Data and document the methods of this package.
URL: https://github.com/bonsook/ycevo
BugReports: https://github.com/bonsook/ycevo/issues
License: GPL-3
Depends: R (>= 3.5.0)
Encoding: UTF-8
LazyData: true
Imports: dplyr, magrittr, Matrix, Rcpp (>= 0.12.18), rlang, stats
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0), akima, knitr, plotly, rmarkdown, tidyverse
Language: en-AU
NeedsCompilation: yes
Packaged: 2022-06-15 14:33:56 UTC; yangy
Author: Bonsoo Koo [aut], Nathaniel Tomasetti [aut], Kai-Yang Goh [aut], Yangzhuoran Fin Yang [aut, cre]
Repository: CRAN
Date/Publication: 2022-06-16 06:20:02 UTC

More information about ycevo at CRAN
Permanent link

Package saeHB.zinb updated to version 0.1.1 with previous version 0.1.0 dated 2022-03-03

Title: Small Area Estimation using Hierarchical Bayesian under Zero Inflated Negative Binomial Distribution
Description: We designed this package to provide a function for area level of small area estimation using Hierarchical Bayesian (HB) method under Zero Inflated Negative Binomial Distribution. This package provides model using Univariate Zero Inflated Negative Binomial Distribution for variable of interest. This package also provides a dataset produced by a data generation. The 'rjags' package is employed to obtain parameter estimates. Model-based estimators involves the HB estimators which include the mean and the variation of mean, and the quantile. For the reference, see Rao,J.N.K & Molina (2015) <doi:10.1002/9781118735855>.
Author: Azka Ubaidillah [aut], Hayun [aut, cre]
Maintainer: Hayun <221810327@stis.ac.id>

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Package rrpack updated to version 0.1-13 with previous version 0.1-12 dated 2022-04-06

Title: Reduced-Rank Regression
Description: Multivariate regression methodologies including classical reduced-rank regression (RRR) studied by Anderson (1951) <doi:10.1214/aoms/1177729580> and Reinsel and Velu (1998) <doi:10.1007/978-1-4757-2853-8>, reduced-rank regression via adaptive nuclear norm penalization proposed by Chen et al. (2013) <doi:10.1093/biomet/ast036> and Mukherjee et al. (2015) <doi:10.1093/biomet/asx080>, robust reduced-rank regression (R4) proposed by She and Chen (2017) <doi:10.1093/biomet/asx032>, generalized/mixed-response reduced-rank regression (mRRR) proposed by Luo et al. (2018) <doi:10.1016/j.jmva.2018.04.011>, row-sparse reduced-rank regression (SRRR) proposed by Chen and Huang (2012) <doi:10.1080/01621459.2012.734178>, reduced-rank regression with a sparse singular value decomposition (RSSVD) proposed by Chen et al. (2012) <doi:10.1111/j.1467-9868.2011.01002.x> and sparse and orthogonal factor regression (SOFAR) proposed by Uematsu et al. (2019) <doi:10.1109/TIT.2019.2909889>.
Author: Kun Chen [aut, cre] , Wenjie Wang [aut] , Jun Yan [ctb]
Maintainer: Kun Chen <kun.chen@uconn.edu>

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More information about rrpack at CRAN
Permanent link

Package redist updated to version 4.0.1 with previous version 3.1.5 dated 2021-10-05

Title: Simulation Methods for Legislative Redistricting
Description: Enables researchers to sample redistricting plans from a pre-specified target distribution using Sequential Monte Carlo and Markov Chain Monte Carlo algorithms. The package allows for the implementation of various constraints in the redistricting process such as geographic compactness and population parity requirements. Tools for analysis such as computation of various summary statistics and plotting functionality are also included. The package implements methods described in Fifield, Higgins, Imai and Tarr (2020) <doi:10.1080/10618600.2020.1739532>, Fifield, Imai, Kawahara, and Kenny (2020) <doi:10.1080/2330443X.2020.1791773>, and McCartan and Imai (2020) <arXiv:2008.06131>.
Author: Christopher T. Kenny [aut, cre], Cory McCartan [aut], Ben Fifield [aut], Kosuke Imai [aut], Jun Kawahara [ctb], Alexander Tarr [ctb], Michael Higgins [ctb]
Maintainer: Christopher T. Kenny <christopherkenny@fas.harvard.edu>

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Package GMSE updated to version 1.0.0.2 with previous version 1.0.0.1 dated 2022-05-25

Title: Generalised Management Strategy Evaluation Simulator
Description: Integrates game theory and ecological theory to construct social-ecological models that simulate the management of populations and stakeholder actions. These models build off of a previously developed management strategy evaluation (MSE) framework to simulate all aspects of management: population dynamics, manager observation of populations, manager decision making, and stakeholder responses to management decisions. The newly developed generalised management strategy evaluation (GMSE) framework uses genetic algorithms to mimic the decision-making process of managers and stakeholders under conditions of change, uncertainty, and conflict. Simulations can be run using gmse(), gmse_apply(), and gmse_gui() functions.
Author: A. Bradley Duthie [aut, cre] , Adrian Bach [aut], Jeremy Cusack [ctb] , Isabel Jones [ctb] , Jeroen Minderman [aut] , Erlend Nilsen [ctb] , Ochoa Gabriela [aut] , Rocio Pozo [ctb] , Sarobidy Rakotonarivo [ctb] , Bram Van Moorter [ctb] , Nils Bunnefel [...truncated...]
Maintainer: A. Bradley Duthie <brad.duthie@gmail.com>

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Package fragility updated to version 1.3 with previous version 1.2 dated 2022-04-19

Title: Assessing and Visualizing Fragility of Clinical Results with Binary Outcomes
Description: A collection of user-friendly functions for assessing and visualizing fragility of individual studies (Walsh et al., 2014 <doi:10.1016/j.jclinepi.2013.10.019>; Lin, 2021 <doi:10.1111/jep.13428>), conventional pairwise meta-analyses (Atal et al., 2019 <doi:10.1016/j.jclinepi.2019.03.012>), and network meta-analyses of multiple treatments with binary outcomes (Xing et al., 2020 <doi:10.1016/j.jclinepi.2020.07.003>). The included functions are designed to: 1) calculate the fragility index (i.e., the minimal event status modifications that can alter the significance or non-significance of the original result) and fragility quotient (i.e., fragility index divided by sample size) at a specific significance level; 2) give the cases of event status modifications for altering the result's significance or non-significance and visualize these cases; 3) visualize the trend of statistical significance as event status is modified; 4) efficiently derive fragility indexes and fragility quotients at multiple significance levels, and visualize the relationship between these fragility measures against the significance levels; and 5) calculate fragility indexes and fragility quotients of multiple datasets (e.g., a collection of clinical trials or meta-analyses) and produce plots of their overall distributions. The outputs from these functions may inform the robustness of clinical results in terms of statistical significance and aid the interpretation of fragility measures. The usage of this package is detailed in Lin and Chu (2022 <doi:10.1371/journal.pone.0268754>).
Author: Lifeng Lin [aut, cre] , Haitao Chu [aut]
Maintainer: Lifeng Lin <linl@stat.fsu.edu>

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Package ottr updated to version 1.1.5 with previous version 1.1.4 dated 2022-03-25

Title: An R Autograding Extension for Otter-Grader
Description: An R autograding extension for Otter-Grader (<https://otter-grader.readthedocs.io>). It supports grading R scripts, RMarkdown documents, and R Jupyter Notebooks.
Author: Christopher Pyles [aut, cre] , UC Berkeley Data Science Education Program [cph]
Maintainer: Christopher Pyles <cpyles@berkeley.edu>

Diff between ottr versions 1.1.4 dated 2022-03-25 and 1.1.5 dated 2022-06-16

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