Data Scientist (with R): 29th July 2025

vcr v2 (recology​.info). Recology announces vcr v2, enhancing usability, security, and adding features for R users, including local scoping tools and improved debugging capabilities

Easily download files from the Open Science Framework with Papercheck (daniellakens​.blogspot​.com). Papercheck's new function allows easy downloading of files from the Open Science Framework, maintaining folder structure and facilitating access for researchers and reviewers

Diversity Alliance Hackathon (rinpharma​.com). Join the R/Pharma Diversity Alliance Hackathon on September 30, aimed at underrepresented individuals to engage in open source projects with mentorship opportunities

rOpenSci News Digest, July 2025 (ropensci​.org). New rOpenSci Champions cohort supports open science in Latin America; highlights from useR! 2025; package updates and peer review submissions featured

ellmer 0.3.0 (tidyverse​.org). ellmer 0.3.0 released on CRAN enhances R package for large language models with simplified chat interface, improved tool specifications, and greater reliability

Version 3.0 of neonUtilities R package released (neonscience​.org). Major update to neonUtilities R package, version 3.0.0, enhances functionality with new and modified functions, available on CRAN for improved performance

Shiny in Production 2025: R Dev Day (jumpingrivers​.com). Join R Dev Day at Shiny in Production 2025 for hands-on contributions to base R, including Litmus, with no cost to attend

Building a Multi-Notebook Report with Quarto (safjan​.com). Using Quarto to create multi-notebook reports, integrating Jupyter notebooks for organized analysis and polished outputs in HTML, PDF, or EPUB formats

How Quarto embed fixes data science storytelling (emilyriederer​.com). Quarto's embed feature enhances data science storytelling by bridging reproducible research and effective communication, offering new ways to structure and present analysis

quarto R package v1.5.0: Streamlined Workflows for R Users (quarto​.org). Quarto R package 1.5.0 enhances workflows with R values in metadata, Markdown in tables, theme customization, and improved YAML compatibility

How to open a folder as a Positron project with macOS Quick Actions (andrewheiss​.com). Integrate 'Open in Positron' Quick Action in macOS Finder for efficient project management in Positron, a competitor to RStudio, using custom workflows

A quick tour of Positron (posit​.co). Explore Positron, a next-gen data science IDE for R and Python, featuring dynamic data insights, centralized management, and integrated AI assistance

Modelbased for Quick and Beautiful Model Visualization (imachordata​.com). Explore quick and effective model visualization with the modelbased package, focusing on multivariate models using the Palmer Penguins dataset

What Makes the Difference in a Stacked Bar Chart? (policyviz​.com). Fabio Murgia introduces AlphaR, a benchmark-based approach for improving stacked bar charts, enhancing clarity in visualizing data relationships and differences

An Enigma: Transmission Of Epidemic Influenza (part 14) (jdee​.substack​.com). Exploration of influenza mortality data for females (1920-2022) using ARIMA techniques, revealing unusual age-specific trends and potential data anomalies

Tidyverse with GitHub Copilot for Healthcare Analytics – Part 2 (rworks​.dev). Analyzing diabetes patient data using Tidyverse and GitHub Copilot, focusing on care effectiveness, medication prescriptions, and hospital readmission outcomes

Reading and Tidying Barcelona Air Quality Data (jmsallan​.netlify​.app). Retrieve and tidy Barcelona air quality data using R with CKAN API, tidyverse, and janitor for data analysis and visualization

Small area estimation of age-specific and total fertility rates in Bangladesh (aliceinstatisticsland​.wordpress​.com). Dr. Unnati Saha presents small area estimation of fertility rates in Bangladesh using DHS data, highlighting regional disparities and statistical modeling techniques

What’s in a correlation? (the100​.ci). Explores the intricacies of Pearson correlation coefficients, causes behind variations, and pitfalls of comparing correlations in psychological research

In Survey Calibration, Raking Minimizes a Statistical Distance Subject to an External Constraint (medium​.com/@baogorek). Raking in survey statistics adjusts weights to match population totals, minimizing statistical distance while adhering to estimation constraints, utilizing iterative proportional fitting

Bootstrap Confidence Limits for Bootstrap Overfitting-Corrected Model Performance (fharrell​.com). Efron-Gong bootstrap optimizes model performance estimation, addressing overfitting and enabling confidence interval computation for binary logistic regression

How much uncertainty is too much uncertainty? (kucharski​.substack​.com). Explores the balance of risk and uncertainty using concepts like aleatoric and epistemic uncertainty, statistical significance, and the Kelly Criterion

The difference between models, drive-time vs fatality edition (andrewpwheeler​.com). Andrew Wheeler critiques statistical significance in models comparing drive time and gunshot fatality, highlighting methodological implications and previous research results

e-values in Chennai (xianblog​.wordpress​.com). Insights from the BIRS-CMI workshop on e-values in Chennai, exploring Bayesian perspectives, likelihood ratios, empirical Bayes methods, and connections with p-values

My Road to Bayesian Stats (aneeshsathe​.com). Exploration of Bayesian Statistics, small sample sizes, significance testing, and data generating processes using DAGs in biological experiments

A Bayesian Geoadditive Model for Spatial Disaggregation (arxiv:stat). Bayesian spatial disaggregation model using penalized splines and low-rank kriging for count data; efficient estimation and application in disease rate mapping

Modelling longitudinal polytomous animal data using Bayesian hierarchical models (arxiv:stat). Bayesian hierarchical models for longitudinal categorical data analysis; MCMC methods applied to animal behaviour in agrarian science enhance insights into welfare measures

Convergence Rate of Efficient MCMC with Ancillarity-Sufficiency Interweaving Strategy for Panel Data Models (arxiv:stat). Analyzing the efficiency of Markov chain Monte Carlo using ancillarity-sufficiency interweaving strategy in Bayesian hierarchical panel data models for improved convergence

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