Validating R Shiny applications is critical in the pharmaceutical industry, where data integrity, compliance, and patient safety are essential. Building on our post on R package validation, Shiny apps introduce unique challenges due to their interactive nature and real-time data processing compared to packages. To meet FDA (US), EMA (EU), ...

Python in Excel significantly enhances the capabilities of Excel users, enabling more sophisticated data analysis and visualization. However, it’s important to note that Python in Excel operates within a pre-configured, pre-installed environment. For a detailed explanation of how this setup functions, you can refer to my previous blog post ...

R editor and SQL console (in addition to Python editors) in www.techtonique.net

Statistical analysis plays a crucial role in research and decision-making. When using Stata, a powerful statistical software, researchers often encounter situations with high p-values and low chi-squared values. Understanding how to interpret these results is essential for drawing accurate conclusions from data. This article delves into the interpretation of high ...

I’ll be teaching how to solve time series problems at ODSC West Wednesday October 30th, 2024. This is a neglected topic that can unlock a lot of value in your organization. Find at https://odsc.com/california/odsc-west-schedule-2024/ , Tutorials | Workshops, 30 Oct Day 2. 3:30 PM Pacific time, 1 hour long. Hope […]

In recent years, educational technology has transformed the way students learn and engage with academic content. DreamBox Learning, a prominent player in this field, has gained attention for its innovative approach to personalized learning. Many educators and parents wonder: does DreamBox Learning use AI to enhance its digital learning environment? ...

Waffle charts are a great way to visualize data as a grid of squares where each square represents a portion of the whole. Unlike pie charts, which can be hard to interpret with many categories, waffle charts provide a cleaner, grid-based approach that makes it easy to compare parts of ...

Picture this: a crucial clinical trial is underway, and every data point matters. The pharma industry is increasingly turning to open-source tools like R to handle complex data analysis, drawn by their flexibility, innovation, added value and cost-effectiveness. But with these benefits come new challenges — particularly when it comes to ...

A website or application’s performance and loading speed play a crucial role in determining its user experience (UX) and success. Slow performance is the main reason why users lose interest in an application. Thus it is crucial to keep an eye on your Shiny app performance from the early ...

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