Sat, 23 Nov 2024

Package orthGS (with last version 0.1.5) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2024-09-17 0.1.5

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Package RPANDA (with last version 2.3) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2024-02-21 2.3
2022-10-24 2.2
2022-07-18 2.1

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Package PCAPAM50 updated to version 1.0.2 with previous version 1.0.1 dated 2024-07-09

Title: Enhanced 'PAM50' Subtyping of Breast Cancer
Description: Accurate classification of breast cancer tumors based on gene expression data is not a trivial task, and it lacks standard practices.The 'PAM50' classifier, which uses 50 gene centroid correlation distances to classify tumors, faces challenges with balancing estrogen receptor (ER) status and gene centering. The 'PCAPAM50' package leverages principal component analysis and iterative 'PAM50' calls to create a gene expression-based ER-balanced subset for gene centering, avoiding the use of protein expression-based ER data resulting into an enhanced Breast Cancer subtyping.
Author: Praveen-Kumar Raj-Kumar [aut, cre, cph], Boyi Chen [aut], Ming-Wen Hu [aut], Tyler Hohenstein [aut], Jianfang Liu [aut], Craig D. Shriver [aut], Xiaoying Lin [aut, cph], Hai Hu [aut, cph]
Maintainer: Praveen-Kumar Raj-Kumar <p.rajkumar@wriwindber.org>

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Package qtl2fst updated to version 0.30 with previous version 0.28 dated 2024-07-16

Title: Database Storage of Genotype Probabilities for QTL Mapping
Description: Uses the 'fst' package to store genotype probabilities on disk for the 'qtl2' package. These genotype probabilities are a central data object for mapping quantitative trait loci (QTL), but they can be quite large. The facilities in this package enable the genotype probabilities to be stored on disk, leading to reduced memory usage with only a modest increase in computation time.
Author: Karl W Broman [aut, cre] , Brian S Yandell [aut] , Petr Simecek [aut]
Maintainer: Karl W Broman <broman@wisc.edu>

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Package predicts updated to version 0.1-17 with previous version 0.1-16 dated 2024-10-07

Title: Spatial Prediction Tools
Description: Methods for spatial predictive modeling, especially for spatial distribution models. This includes algorithms for model fitting and prediction, as well as methods for model evaluation.
Author: Robert J. Hijmans [cre, aut] , Steven Phillips [ctb], Marcia Barbosa [ctb], Chris Brunsdon [ctb], Barry Rowlingson [ctb]
Maintainer: Robert J. Hijmans <r.hijmans@gmail.com>

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Package DEoptimR updated to version 1.1-3-1 with previous version 1.1-3 dated 2023-10-07

Title: Differential Evolution Optimization in Pure R
Description: Differential Evolution (DE) stochastic heuristic algorithms for global optimization of problems with and without general constraints. The aim is to curate a collection of its variants that (1) do not sacrifice simplicity of design, (2) are essentially tuning-free, and (3) can be efficiently implemented directly in the R language. Currently, it provides implementations of the algorithms 'jDE' by Brest et al. (2006) <doi:10.1109/TEVC.2006.872133> for single-objective optimization and 'NCDE' by Qu et al. (2012) <doi:10.1109/TEVC.2011.2161873> for multimodal optimization (single-objective problems with multiple solutions).
Author: Eduardo L. T. Conceicao [aut, cre], Martin Maechler [ctb]
Maintainer: Eduardo L. T. Conceicao <mail@eduardoconceicao.org>

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Package forestdata updated to version 0.2.0 with previous version 0.1.0 dated 2024-09-10

Title: Download Forestry Data
Description: Functions for downloading forestry and land use data for use in spatial analysis. This packages offers a user-friendly solution to quickly obtain datasets such as forest height, forest types, tree species under various climate change scenarios, or land use data among others.
Author: Adrian Cidre Gonzalez [aut, cre]
Maintainer: Adrian Cidre Gonzalez <adrian.cidre@gmail.com>

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Package viscomplexr updated to version 1.1.2 with previous version 1.1.1 dated 2021-09-18

Title: Phase Portraits of Functions in the Complex Number Plane
Description: Functionality for creating phase portraits of functions in the complex number plane. Works with R base graphics, whose full functionality is available. Parallel processing is used for optimum performance.
Author: Peter Biber [aut, cre]
Maintainer: Peter Biber <castor.fiber@gmx.de>

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Package topics updated to version 0.21.0 with previous version 0.20.0 dated 2024-11-22

Title: Creating and Significance Testing Language Features for Visualisation
Description: Implements differential language analysis with statistical tests and offers various language visualization techniques for n-grams and topics. It also supports the 'text' package. For more information, visit <https://r-topics.org/> and <https://www.r-text.org/>.
Author: Leon Ackermann [aut] , Zhuojun Gu [aut] , Oscar Kjell [aut, cre]
Maintainer: Oscar Kjell <oscar.kjell@psy.lu.se>

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Package poolfstat updated to version 3.0.0 with previous version 2.2.0 dated 2023-09-06

Title: Computing f-Statistics and Building Admixture Graphs Based on Allele Count or Pool-Seq Read Count Data
Description: Functions for the computation of F-, f- and D-statistics (e.g., Fst, hierarchical F-statistics, Patterson's F2, F3, F3*, F4 and D parameters) in population genomics studies from allele count or Pool-Seq read count data and for the fitting, building and visualization of admixture graphs. The package also includes several utilities to manipulate Pool-Seq data stored in standard format (e.g., such as 'vcf' files or 'rsync' files generated by the the 'PoPoolation' software) and perform conversion to alternative format (as used in the 'BayPass' and 'SelEstim' software). As of version 2.0, the package also includes utilities to manipulate standard allele count data (e.g., stored in TreeMix, BayPass and SelEstim format).
Author: Mathieu Gautier [aut, cre]
Maintainer: Mathieu Gautier <mathieu.gautier@inrae.fr>

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Package multilevelcoda updated to version 1.3.1 with previous version 1.3.0.2 dated 2024-07-09

Title: Estimate Bayesian Multilevel Models for Compositional Data
Description: Implement Bayesian Multilevel Modelling for compositional data in a multilevel framework. Compute multilevel compositional data and Isometric log ratio (ILR) at between and within-person levels, fit Bayesian multilevel models for compositional predictors and outcomes, and run post-hoc analyses such as isotemporal substitution models. References: Le, Stanford, Dumuid, and Wiley (2024) <doi:10.48550/arXiv.2405.03985>, Le, Dumuid, Stanford, and Wiley (2024) <doi:10.48550/arXiv.2411.12407>.
Author: Flora Le [aut, cre] , Joshua F. Wiley [aut]
Maintainer: Flora Le <floralebui@gmail.com>

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Package jti updated to version 1.0.0 with previous version 0.8.4 dated 2022-04-12

Title: Junction Tree Inference
Description: Minimal and memory efficient implementation of the junction tree algorithm using the Lauritzen-Spiegelhalter scheme; S. L. Lauritzen and D. J. Spiegelhalter (1988) <https://www.jstor.org/stable/2345762?seq=1>. The jti package is part of the paper <doi:10.18637/jss.v111.i02>.
Author: Mads Lindskou [aut, cre]
Maintainer: Mads Lindskou <madslindskou@gmail.com>

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Package INFOSET updated to version 4.1 with previous version 4.0.6 dated 2024-09-06

Title: Computing a New Informative Distribution Set of Asset Returns
Description: Estimation of the most-left informative set of gross returns (i.e., the informative set). The procedure to compute the informative set adjusts the method proposed by Mariani et al. (2022a) <doi:10.1007/s11205-020-02440-6> and Mariani et al. (2022b) <doi:10.1007/s10287-022-00422-2> to gross returns of financial assets. This is accomplished through an adaptive algorithm that identifies sub-groups of gross returns in each iteration by approximating their distribution with a sequence of two-component log-normal mixtures. These sub-groups emerge when a significant change in the distribution occurs below the median of the financial returns, with their boundary termed as the “change point" of the mixture. The process concludes when no further change points are detected. The outcome encompasses parameters of the leftmost mixture distributions and change points of the analyzed financial time series. The functionalities of the INFOSET package include: (i) modelling asset distribution [...truncated...]
Author: Gloria Polinesi [aut, cre], Francesca Mariani [aut], Maria Cristina Recchioni [aut]
Maintainer: Gloria Polinesi <g.polinesi@staff.univpm.it>

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Package collapse updated to version 2.0.18 with previous version 2.0.17 dated 2024-11-03

Title: Advanced and Fast Data Transformation
Description: A C/C++ based package for advanced data transformation and statistical computing in R that is extremely fast, class-agnostic, robust and programmer friendly. Core functionality includes a rich set of S3 generic grouped and weighted statistical functions for vectors, matrices and data frames, which provide efficient low-level vectorizations, OpenMP multithreading, and skip missing values by default. These are integrated with fast grouping and ordering algorithms (also callable from C), and efficient data manipulation functions. The package also provides a flexible and rigorous approach to time series and panel data in R. It further includes fast functions for common statistical procedures, detailed (grouped, weighted) summary statistics, powerful tools to work with nested data, fast data object conversions, functions for memory efficient R programming, and helpers to effectively deal with variable labels, attributes, and missing data. It is well integrated with base R classes, 'dplyr'/' [...truncated...]
Author: Sebastian Krantz [aut, cre] , Matt Dowle [ctb], Arun Srinivasan [ctb], Morgan Jacob [ctb], Dirk Eddelbuettel [ctb], Laurent Berge [ctb], Kevin Tappe [ctb], R Core Team and contributors worldwide [ctb], Martyn Plummer [cph], 1999-2016 The R Core Team [...truncated...]
Maintainer: Sebastian Krantz <sebastian.krantz@graduateinstitute.ch>

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Package AllelicSeries updated to version 0.1.1.2 with previous version 0.1.1.1 dated 2024-11-21

Title: Allelic Series Test
Description: Implementation of gene-level rare variant association tests targeting allelic series: genes where increasingly deleterious mutations have increasingly large phenotypic effects. The COding-variant Allelic Series Test (COAST) operates on the benign missense variants (BMVs), deleterious missense variants (DMVs), and protein truncating variants (PTVs) within a gene. COAST uses a set of adjustable weights that tailor the test towards rejecting the null hypothesis for genes where the average magnitude of effect increases monotonically from BMVs to DMVs to PTVs. See McCaw ZR, O’Dushlaine C, Somineni H, Bereket M, Klein C, Karaletsos T, Casale FP, Koller D, Soare TW. (2023) "An allelic series rare variant association test for candidate gene discovery" <doi:10.1016/j.ajhg.2023.07.001>.
Author: Zachary McCaw [aut, cre] , Christoph Klein [ctb] , Thomas Soare [ctb] , Jianhui Gao [ctb] , insitro [cph]
Maintainer: Zachary McCaw <zmccaw@insitro.com>

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Package phylolm.hp updated to version 0.0-2 with previous version 0.0-1 dated 2024-11-13

Title: Hierarchical Partitioning of R2 for Phylogenetic Linear Regression
Description: Conducts hierarchical partitioning to calculate individual contributions of phylogenetic tree and predictors (groups) towards total R2 for phylogenetic linear regression models.
Author: Jiangshan Lai [aut, cre] , Gang Wang [aut]
Maintainer: Jiangshan Lai <lai@njfu.edu.cn>

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Package mlr3learners updated to version 0.9.0 with previous version 0.8.0 dated 2024-10-25

Title: Recommended Learners for 'mlr3'
Description: Recommended Learners for 'mlr3'. Extends 'mlr3' with interfaces to essential machine learning packages on CRAN. This includes, but is not limited to: (penalized) linear and logistic regression, linear and quadratic discriminant analysis, k-nearest neighbors, naive Bayes, support vector machines, and gradient boosting.
Author: Michel Lang [aut] , Quay Au [aut] , Stefan Coors [aut] , Patrick Schratz [aut] , Marc Becker [cre, aut]
Maintainer: Marc Becker <marcbecker@posteo.de>

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Package geoidep (with last version 0.3.0) was removed from CRAN

Previous versions (as known to CRANberries) which should be available via the Archive link are:

2024-09-22 0.3.0
2024-09-19 0.2.0
2024-09-05 0.1.0

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Package nlmixr2est updated to version 3.0.2 with previous version 3.0.1 dated 2024-10-22

Title: Nonlinear Mixed Effects Models in Population PK/PD, Estimation Routines
Description: Fit and compare nonlinear mixed-effects models in differential equations with flexible dosing information commonly seen in pharmacokinetics and pharmacodynamics (Almquist, Leander, and Jirstrand 2015 <doi:10.1007/s10928-015-9409-1>). Differential equation solving is by compiled C code provided in the 'rxode2' package (Wang, Hallow, and James 2015 <doi:10.1002/psp4.12052>).
Author: Matthew Fidler [aut, cre] , Yuan Xiong [aut], Rik Schoemaker [aut] , Justin Wilkins [aut] , Wenping Wang [aut], Robert Leary [ctb], Mason McComb [ctb] , Vipul Mann [aut], Mirjam Trame [ctb], Mahmoud Abdelwahab [ctb], Teun Post [ctb], Richard Hooijmai [...truncated...]
Maintainer: Matthew Fidler <matthew.fidler@gmail.com>

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