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R Weekly 2024-W25 CRAN deadlines, R-universe, {handwriter} package
This week’s release was curated by Ryo Nakagawara, with help from the R Weekly team members and contributors.
Highlight
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{handwriter} 3.1.1: Handwriting Analysis in R
Insights
R in the Real World
New Packages
CRAN
- {bidask} 2.0.4: Efficient Estimation of Bid-Ask Spreads from Open, High, Low, and Close Prices
- {RPregression} 0.1.0: A Simple Regression and Plotting Tool
- {PerMat} 0.1.0: Performance Metrics in Predictive Modeling
- {CITMIC} 0.1.0: Estimation of Cell Infiltration Based on Cell Crosstalk
- {parTimeROC} 0.1.0: Parametric Time-Dependent Receiver Operating Characteristic
- {ehymet} 0.1.0: Methodologies for Functional Data Based on the Epigraph and Hypograph Indices
- {sched} 1.0.1: Request Scheduler
- {rioplot} 1.1.1: Turn a Regression Model Inside Out
- {M3} 0.4: Reading M3 Files
- {smile} 1.0.5: Spatial Misalignment: Interpolation, Linkage, and Estimation
- {repeated} 1.1.8: Non-Normal Repeated Measurements Models
- {datadriftR} 0.0.1: Concept Drift Detection Methods for Stream Data
- {cumulcalib} 0.0.1: Cumulative Calibration Assessment for Prediction Models
- {VertexWiseR} 1.0.0: Simplified Vertex-Wise Analyses of Whole-Brain and Hippocampal Surface
- {synthesizer} 0.2.0: Synthesize Data Based on Emperical Multivariate Distributions and Rank Order Matching
- {scCAN} 1.0.5: Single-Cell Clustering using Autoencoder and Network Fusion
- {samplrData} 1.0.0: Datasets from the SAMPLING Project
- {pci} 1.0.1: A Collection of Process Capability Index Functions
- {Rtapas} 1.2: Random Tanglegram Partitions
- {SurveyDefense} 0.1.0: Survey Defense Tool
- {settingsSync} 3.0.2: ‘Rstudio’ Addin to Sync Settings and Keymaps
- {hdcuremodels} 0.0.1: Penalized Mixture Cure Models for High-Dimensional Data
- {margins} 0.3.27: Marginal Effects for Model Objects
- {RMSDp} 0.1.1: Refined Modified Stahel-Donoho (MSD) Estimators for Outlier Detection (Parallel Version)
- {optiSel} 2.0.8: Optimum Contribution Selection and Population Genetics
- {prediction} 0.3.18: Tidy, Type-Safe ‘prediction()’ Methods
- {piecewiseSEM} 2.3.0.1: Piecewise Structural Equation Modeling
- {VAR.spec} 1.0: Allows Specifying a Bivariate VAR (Vector Autoregression) with Desired Spectral Characteristics
- {SoilSaltIndex} 0.1.0: Soil Salinity Indices Generation using Satellite Data
- {ppgm} 1.0.3: PaleoPhyloGeographic Modeling of Climate Niches and Species Distributions
- {numberize} 1.0.0: Convert Words to Numbers in Multiple Languages
- {multinma} 0.7.1: Bayesian Network Meta-Analysis of Individual and Aggregate Data
- {mcstatsim} 0.1.0: Monte Carlo Statistical Simulation Tools Using a Functional Approach
- {mauricer} 2.5.4: Work with ‘BEAST2’ Packages
- {colocPropTest} 0.9.1: Proportional Testing for Colocalisation Analysis
- {catregs} 0.2.0: Post-Estimation Functions for Generalized Linear Mixed Models
- {birdie} 0.6.1: Bayesian Instrumental Regression for Disparity Estimation
- {PAMscapes} 0.5.8: Tools for Summarising and Analysing Soundscape Data
- {qlcVisualize} 0.3: Visualization for Quantitative Language Comparison
- {multilevelcoda} 1.3.0: Estimate Bayesian Multilevel Models for Compositional Data
- {ecochange} 2.9.3.2: Integrating Ecosystem Remote Sensing Products to Derive EBV Indicators
- {qlcData} 0.3: Processing Data for Quantitative Language Comparison
- {ncdfCF} 0.1.1: Easy Access to NetCDF Files with CF Metadata Conventions
- {lakhesis} 0.0.1: Consensus Seriation for Binary Data
- {jstager} 0.0.2: Retrieve Information Published on J-STAGE
- {igraphwalshdata} 0.1.0: ‘igraph’ Datasets from Melanie Walsh
- {gwzinbr} 0.1.0: Geographically Weighted Zero Inflated Negative Binomial Regression
- {cassandRa} 0.2.0: Finds Missing Links and Metric Confidence Intervals in Ecological Bipartite Networks
- {bcc} 1.5: Beta Control Charts
- {rsides} 0.1: SIDES-Based Subgroup Search Algorithms
- {PredictorSelect} 0.1.0: Out-of-Sample Predictability in Predictive Regressions with Many Predictor Candidates
- {ICompELM} 0.1.0: Independent Component Analysis Based Extreme Learning Machine
- {gmtFD} 0.1.0: General Multiple Tests for Univariate and Multivariate Functional Data
- {arrowheadr} 1.0.1: Make Custom Arrowheads
- {geodata} 0.6-2: Download Geographic Data
- {blandr} 0.6.0: Bland-Altman Method Comparison
- {cryptotrackr} 1.3.3: An Interface to Crypto Data Sources
GitHub or Bitbucket
Updated Packages
- {lightgbm} 4.3.0: Light Gradient Boosting Machine - diffify
- {alone} 0.4: Datasets from the Survival TV Series Alone - diffify
- {handwriter} 3.1.1: Handwriting Analysis in R - diffify
- {ggplate} 0.1.3: Create Layout Plots of Biological Culture Plates and Microplates - diffify
- {CAST} 1.0.2: ‘caret’ Applications for Spatial-Temporal Models - diffify
- {troopdata} 1.0.0: Tools for Analyzing Cross-National Military Deployment and Basing Data - diffify
- {torchvision} 0.6.0: Models, Datasets and Transformations for Images - diffify
- {modelsummary} 2.1.1: Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready - diffify
- {marginaleffects} 0.21.0: Predictions, Comparisons, Slopes, Marginal Means, and Hypothesis Tests - diffify
- {settingsSync} 3.0.2: ‘Rstudio’ Addin to Sync Settings and Keymaps - diffify
- {CohortConstructor} 0.2.1: Build and Manipulate Study Cohorts Using a Common Data Model - diffify
- {Apoderoides} 2.0.0: Prioritize and Delete Erroneous Taxa in a Large Phylogenetic Tree - diffify
- {ggblanket} 9.1.1: Simplify ‘ggplot2’ Visualisation - diffify
- {duckdb} 1.0.0: DBI Package for the DuckDB Database Management System - diffify
- {MASS} 7.3-61: Support Functions and Datasets for Venables and Ripley’s MASS - diffify
- {fixest} 0.12.1: Fast Fixed-Effects Estimations - diffify
- {geomtextpath} 0.1.4: Curved Text in ‘ggplot2’ - diffify
- {geoarrow} 0.2.1: Extension Types for Spatial Data for Use with ‘Arrow’ - diffify
- {Epi} 2.51: Statistical Analysis in Epidemiology - diffify
- {cfr} 0.1.1: Estimate Disease Severity and Case Ascertainment - diffify
- {poputils} 0.3.1: Demographic Analysis and Data Manipulation - diffify
- {diffviewer} 0.1.2: HTML Widget to Show File Differences - diffify
- {vitae} 0.6.0: Curriculum Vitae for R Markdown - diffify
- {mlr} 2.19.2: Machine Learning in R - diffify
- {swagger} 5.17.14: Dynamically Generates Documentation from a ‘Swagger’ Compliant API - diffify
- {soilDB} 2.8.3: Soil Database Interface - diffify
- {nanostringr} 0.4.2: Performs Quality Control, Data Normalization, and Batch Effect Correction for ‘NanoString nCounter’ Data - diffify
- {SchoolDataIT} 0.1.2: Retrieve, Harmonise and Map Open Data Regarding the Italian School System - diffify
- {mapSpain} 0.9.1: Administrative Boundaries of Spain - diffify
- {khisr} 1.0.4: An R Client to Retrieve Data from DHIS2 - diffify
- {ggfoundry} 0.2.0: Shape Foundry & Geom for ‘ggplot2’ - diffify
- {nimble} 1.2.0: MCMC, Particle Filtering, and Programmable Hierarchical Modeling - diffify
Videos and Podcasts
Shiny Apps
R Internationally
Tutorials
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Supercharge your #rstats web searching in Google Chrome with Site Search Shortcuts
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{cryptoQuotes}: Open access to cryptocurrency market data in R (Update)
R Project Updates
Updates from R Core:
Upcoming Events in 3 Months
Events in 3 Months: