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R Weekly 2024-W13 Testing R packages, rspell, Aligning content with flexboxes
This week’s release was curated by Batool Almarzouq, with help from the R Weekly team members and contributors.
Highlight
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{rspell} Are you writing in a foreign language? The RStudio spelling dictionary setting is not sufficient to correct grammar errors. Try the {rspell} package to grammar-proof your notebooks and documentation straight on RStudio without copying-pasting.
Insights
R in the Real World
R in Organizations
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Offa R Users Group: Empowering Data-Driven Education in Nigeria
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Techguides Update: package dependencies, deployment and Shiny CI/CD!
Resources
New Packages
{rspell} Are you writing in a foreign language? The RStudio spelling dictionary setting is not sufficient to correct grammar errors. Try the {rspell} package to grammar-proof your notebooks and documentation straight on RStudio without copying-pasting.
CRAN
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{qtlpoly} 0.2.4: Random-Effect Multiple QTL Mapping in Autopolyploids
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{MetaNet} 0.1.2: Network Analysis for Omics Data
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{gamlss.ggplots} 2.1-12: Plotting Functions for Generalized Additive Model for Location Scale and Shape
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{Dtableone} 1.1.0: Tabular Comparison of Paired Diagnostic Tests
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{PolyTree} 0.0.1: Estimate Causal Polytree from Data
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{ieugwasr} 0.2.0: Interface to the ‘OpenGWAS’ Database API
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{biopixR} 0.2.4: Extracting Insights from Biological Images
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{TCPMOR} 1.0: Two Cut-Points with Maximum Odds Ratio
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{tradepolicy} 0.7.0: Replication of ‘An Advanced Guide To Trade Policy Analysis’
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{SCdeconR} 1.0.0: Deconvolution of Bulk RNA-Seq Data using Single-Cell RNA-Seq Data as Reference
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{OncoSubtype} 1.0.0: Predict Cancer Subtypes Based on TCGA Data using Machine Learning Method
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{SchoolDataIT} 0.1.0: Retrieve, Harmonise and Map Open Data Regarding the Italian School System
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{causalHyperGraph} 0.1.0: Drawing Causal Hypergraphs
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{ssd4mosaic} 1.0.1: Web Application for the SSD Module of the MOSAIC Platform
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{param2moment} 0.1.0: Raw, Central and Standardized Moments of Parametric Distributions
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{rqti} 0.1.1: Create Tests According to QTI 2.1 Standard
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{MPCR} 1.1: Multi- And Mixed-Precision Computations
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{survivalmodels} 0.1.191: Models for Survival Analysis
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{pcutils} 0.2.5: Some Useful Functions for Statistics and Visualization
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{lrstat} 0.2.4: Power and Sample Size Calculation for Non-Proportional Hazards and Beyond
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{bsitar} 0.2.1: Bayesian Super Imposition by Translation and Rotation Growth Curve Analysis
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{immunarch} 0.9.1: Bioinformatics Analysis of T-Cell and B-Cell Immune Repertoires Geography’ APIs
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{QTE.RD} 1.0.0: Quantile Treatment Effects under the Regression Discontinuity Design
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{cardx} 0.1.0: Extra Analysis Results Data Utilities
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{mosaicCalc} 0.6.1: R-Language Based Calculus Operations for Teaching
Updated Packages
- {webmap} 1.1.0: Create Interactive Web Maps Using ‘The National Map’ Services - diffify
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{xfun} 0.43: Supporting Functions for Packages Maintained by ‘Yihui Xie’ - diffify
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{pointblank} 0.12.1: Data Validation and Organization of Metadata for Local and Remote Tables - diffify
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{crew} 0.9.1: A Distributed Worker Launcher Framework - diffify
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{qpdf} 1.3.3: Split, Combine and Compress PDF Files - diffify
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{nflplotR} 1.3.1: NFL Logo Plots in ‘ggplot2’ and ‘gt’ - diffify
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{ggScatRidges} 0.1.1: Scatter Plot Combined with Ridgelines in ‘ggplot2’ - diffify
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{ggtern} 3.5.0: An Extension to ‘ggplot2’, for the Creation of Ternary Diagrams - diffify
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{see} 0.8.3: Model Visualisation Toolbox for ‘easystats’ and ‘ggplot2’ - diffify
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{margins} 0.3.26.1: Marginal Effects for Model Objects - diffify
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{dmai} 0.5.0: Divisia Monetary Aggregates Index - diffify
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{xaringan} 0.30: Presentation Ninja - diffify
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{WeightIt} 1.0.0: Weighting for Covariate Balance in Observational Studies - diffify
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{GofCens} 0.98: Goodness-of-Fit Methods for Complete and Right-Censored Data - diffify
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{bslib} 0.6.2: Custom ‘Bootstrap’ ‘Sass’ Themes for ‘shiny’ and ‘rmarkdown’ - diffify
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{geonapi} 0.7-2: ‘GeoNetwork’ API R Interface - diffify
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{crayons} 0.0.3: Color Palettes from Crayon Boxes - diffify
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{workflowsets} 1.1.0: Create a Collection of ‘tidymodels’ Workflows - diffify
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{rollama} 0.0.3: Communicate with ‘Ollama’ - diffify
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{ggprism} 1.0.5: A ‘ggplot2’ Extension Inspired by ‘GraphPad Prism’ - diffify
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{ggscidca} 0.2.0: Plotting Decision Curve Analysis with Coloured Bars - diffify
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{LifemapR} 1.1.1: Data Visualisation on ‘Lifemap’ Tree - diffify
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{envalysis} 0.7.0: Miscellaneous Functions for Environmental Analyses - diffify
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{dbplyr} 2.5.0: A ‘dplyr’ Back End for Databases - diffify
Videos and Podcasts
Tutorials
R Project Updates
Updates from R Core:
Updates from the R Contribution Working Group (RCWG):
- Announcing R Dev Day @ Imperial, London, UK on Friday 26 April. Registration deadline Sunday 14 April.
Upcoming Events in 3 Months
Events in 3 Months:
Jobs
💼 Explore Jobs & Gigs Board on RStudio Community 💼
rtistry
Image of Vila Velha, Brazil created in #rstats using data from #OpenStreetMap. pic.twitter.com/urleB1PeoE
— R City Views (@rcityviews) March 25, 2024
Quotes of the Week
Working in #rstats be like pic.twitter.com/6dg2BOy7M3
— Brier Gallihugh, M.S (@Brier_Gallihugh) March 19, 2024
Inferencia causal en #RStats
— Rosana Ferrero 📈📊🙌 (@RosanaFerrero) March 25, 2024
✅ Causal Inference https://t.co/4MC37d780n by @LucyStats, @malco_barrett & @travisgerke
✅ Targeted Learning with tlverse https://t.co/toTffNgMBW by @mark_vdlaan et al.
✅ Introduction to Causal Inference https://t.co/FNsoPoTuDJ by @DrMayaPetersen pic.twitter.com/BYX5PBwYIt