Posts tagged: Open Science
What Do We Mean by Bias in Health Data Research?
A reference guide to what bias means in health data research and the distinct types you meet in electronic health records and other health datasets.
Why Synthetic Data is Good for Open Science
Understanding the benefits of synthetic data for open science and reproducibility.
Applying the Open-Closed Principle to Research Code
Applying the Open/Closed Principle is how you stop accidentally changing yesterday's results.
The Single Responsibility Principle for Scientists Who Write Code
Exploring the Single Responsibility Principle in the context of scientific programming and data analysis.
Accidental Functional Programming in Rust (From an Epidemiologist's Perspective)
Rust quietly pushes you into functional patterns. An epidemiologist explains Result, match, enums, iterators, and when readability beats idioms.
How to Create a Codelist
A practical guide to creating codelists from scratch for health data research.
What is a Codelist?
What are codelists and why do they matter? An accessible introduction to coding systems, clinical nuance, and research reproducibility.
