stevenlsenior
Steven Senior
Recently Published
ChatGPT Summary of DFPH examiners comments and registrar feedback
A ChatGPT generated summary of examiners' comments, registrar feedback, and examiners' response to that feedback.
Regression to the mean and risk stratification
A very short explanation of regression to the mean and why it's relevant to risk stratification.
Introduction to R
Slides for an introductory session on R.
How good is the ACEs questionnaire as a screening tool?
tl;dr - not very good at all
Ward-level school readiness analysis
In which I attempt to use multilevel modelling on ward-level child development data.
What normally distributed residuals look like (with R code)
Illustration of what normally distributed residuals look like - includes R code chunks.
What normally distributed residuals look like
A brief simulation of some normally and some non-normally distributed residuals.
School readiness performance analysis
An analysis of local authority area school readiness performance adjusting for areas' IMD scores.
Normally Distributed Data Examples
A very short demonstration of how normally distributed data doesn't always look perfectly normal.
Primary school sickness absence and air pollution in Greater Manchester
A quick look at sickness absence and air pollution using data from EarthSenss / BBC and the Department for Education.
Tameside Hospital admissions for self harm
Choropleth map showing standardised admission ratios for intentional self harm in Tameside wards. Source: PHE local health.
Health and Brexit
A very quick and dirty (filthy even) look at health outcomes and the EU referendum results.
Word Prediction
A slide presentation for the capstone project of the Coursera Johns Hopkins Data Science specialisation.
Milestone_report
This is my submission for the milestone report for the Capstone project in the Coursera Data Science Specialisation.
Data_Products_Presentation
Presentation for the 'Developing Data Products' Coursera.
Practical Machine Learning Coursera Project
This is my submission for the course project for the Practical Machine Learning Coursera.
Coursera: Reproducible Research: Peer Assessment 2
This is my submission for the Reproducible Research Coursera.