Recently Published
Canonical Correlation Analysis: Liver vs Biochemistry
A simple demonstration of canonical correlation analysis
Partial Least Squares: PDFF and Blood/Biochemistry
How does Proton Density Fat Fraction from Liver MRI relate to blood/biochemistry measures?
Lasso, PC Regression, Partial Least Squares
Dimension Reduction with Blood/Biochemistry
Can we produce meaningful groupings of 45 blood tests?
PCA, PCA with rotation, clustering with correlations, and SEM with {lavaan}
TED Talks: Topic Modeling
Using tidytext, LDA and dendextend to analyse topics within TED talks under the AI search term.
Synthea: COVID Exploratory Analysis
Some EDA for COVID infections in Mass, US. Leaflet, ggplot, sf.
TED Talks: AI and its Sentiments
Sentiment Analysis of TED Talks data, tidytext, tm, qdap
Synthea: COVID Death and Pre-Existing Conditions
We use synthetic data and survival analysis to investigate the effect of pre-existing conditions on the risk of death with COVID-19 infection.
TED Talks: Interesting Text Data
Scraping text from TED Talks using rvest