R Weekly 2023-W08 rtweet future, statistical correctness, Shiny maze
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Hello and welcome to this new issue!
This week’s release was curated by Eric Nantz, with help from the R Weekly team members and contributors.
Highlight
Insights
R in the Real World
R in Organizations
R in Academia
Resources
New Packages
CRAN
{mistat} 2.0.4: Data Sets, Functions and Examples from the Book: “Modern Industrial Statistics” by Kenett, Zacks and Amberti
{tidyformula} 0.1.0: Build Formulas Using Tidy Selection Helpers
{practicalSigni} 0.1.0: Practical Significance Ranking of Regressors
{bubbleHeatmap} 0.1.0: Produces ‘bubbleHeatmap’ Plots for Visualising Metabolomics Data
{birdscanR} 0.1.2: Migration Traffic Rate Calculation Package for ‘Birdscan MR1’ Radars
{aniSNA} 1.0: Statistical Network Analysis of Animal Social Networks
{SelectionBias} 1.0.0: Calculates Bounds for the Selection Bias for Binary Treatment and Outcome Variables
{rang} 0.1.0: Reconstructing Reproducible R Computational Environments with Ease
{locaR} 0.1.2: A Set of Tools for Sound Localization
{dndR} 1.0.0: Dungeons & Dragons Functions for Players and Dungeon Masters
{apportion} 0.0.1: Apportion Seats
{tidyAML} 0.0.1: Automatic Machine Learning with ‘tidymodels’
{exdqlm} 0.1.3: Extended Dynamic Quantile Linear Models
{Statamarkdown} 0.7.2: ‘Stata’ Markdown
{gitr} 0.0.1: A Lightweight API for ‘Git’
{tfevents} 0.0.1: Write Events for ‘TensorBoard’
{s3fs} 0.1.2: ‘Amazon Web Service S3’ File System
{hexfont} 0.3.1: ‘GNU Unifont’ Hex Fonts
{ggrain} 0.0.2: A Rainclouds Geom for ‘ggplot2’
{Durga} 1.0.0: Effect Size Estimation and Visualisation
{homnormal} 0.1: Tests of Homogeneity of Variances
{clickb} 0.1: Web Data Analysis by Bayesian Mixture of Markov Models
{dhis2r} 0.1.1: Client for the ‘DHIS2’ Web API
{hidecan} 1.1.0: Create HIDECAN Plots for Visualising Genome-Wide Association Studies and Differential Expression Results
GitHub or Bitbucket
Updated Packages
{ffsimulator} 1.2.3: Simulate Fantasy Football Seasons
{ffscrapr} 1.4.8: API Client for Fantasy Football League Platforms
{DataFakeR} 0.1.3: Generate Fake Data for Relational Databases
{gpboost} 0.8.2: Combining Tree-Boosting with Gaussian Process and Mixed Effects Models - diffify
{data.table} 1.14.8: Extension of
data.frame
- diffify{RSQLite} 2.3.0: SQLite Interface for R - diffify
{cropcircles} 0.2.1: Crops an Image to a Circle - diffify
{Rfast} 2.0.7: A Collection of Efficient and Extremely Fast R Functions - diffify
{gameR} 0.0.4: Color Palettes Inspired by Video Games - diffify
{float} 0.3-1: 32-Bit Floats - diffify
{readxlsb} 0.1.6: Read ‘Excel’ Binary (.xlsb) Workbooks - diffify
{mixgb} 1.0.2: Multiple Imputation Through ‘XGBoost’ - diffify
{neo2R} 2.4.1: Neo4j to R - diffify
{ClickHouseHTTP} 0.3.0: A Simple HTTP Database Interface to ‘ClickHouse’ - diffify
{MASSExtra} 1.2.2: Some ‘MASS’ Enhancements - diffify
{gglm} 1.0.1: Grammar of Graphics for Linear Model Diagnostic Plots - diffify
{ggstatsplot} 0.11.0: ‘ggplot2’ Based Plots with Statistical Details - diffify
{callsync} 0.0.6: Recording Synchronisation, Call Detection and Assignment, Audio Analysis - diffify
{shinyStorePlus} 0.9: Secure in-Browser Storage for ‘Shiny’ Inputs and Variables - diffify
{shinyglide} 0.1.4: Glide Component for Shiny Applications - diffify
{cities} 0.1.1: Clinical Trials with Intercurrent Events Simulator - diffify
{packageRank} 0.8.0: Computation and Visualization of Package Download Counts and Percentiles - diffify
{PCICt} 0.5-4.4: Implementation of POSIXct Work-Alike for 365 and 360 Day Calendars - diffify
{nplyr} 0.2.0: A Grammar of Nested Data Manipulation - diffify
{rpact} 3.3.4: Confirmatory Adaptive Clinical Trial Design and Analysis - diffify
{httpuv} 1.6.9: HTTP and WebSocket Server Library - diffify
{vivid} 0.2.5: Variable Importance and Variable Interaction Displays - diffify
{coronavirus} 0.4.0: The 2019 Novel Coronavirus COVID-19 (2019-nCoV) Dataset - diffify
{bittermelon} 1.1.1: Monochrome Bitmap Font Tools - diffify
{survival} 3.5-3: Survival Analysis - diffify
{lessR} 4.2.6: Less Code, More Results - diffify
{arrow} 11.0.0.2: Integration to ‘Apache’ ‘Arrow’ - diffify
Videos and Podcasts
Shiny Apps
R Internationally
Tutorials
Pitfalls of R dplyr::select or how (not) to spend a Friday afternoon
Selecting the Number of Factors in Exploratory Factor Analysis via out-of-sample Prediction Errors
Ensuring & Showcasing the Statistical Correctness of your R Package
R Project Updates
Updates from R Core:
Upcoming Events in 3 Months
Events in 3 Months:
Jobs
💼 Explore Jobs & Gigs Board on RStudio Community 💼
rtistry
Digged out my old "Flower Power" code (2021) and tweaked it a lil bit 🙂
— Christoph von Matt (@chvonmatt) February 15, 2023
Base Code: https://t.co/k0nYNMrXLL#rstats #ggplot2 #generative (#rtistry) pic.twitter.com/LrKYMaM5Lt
Quotes of the Week
Happy Valentines Day ♥️
— Dan Oehm 🌲⛰️ (@danoehm) February 14, 2023
Good time to let you know that {cropcircles} also has a function heart_crop() 🙂#rstats #ggplot pic.twitter.com/OIzEdlyARW
My #Rstats consultant is better than yours. pic.twitter.com/v5dfdnpt5f
— TJ Shaw (@TJSPsychology) February 15, 2023
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