Data Science and Statistics Consulting
Do you have a problem with data?
I have over a decade of experience in working with social science data, both behavioural, as well as some electrophysiological. I’ve been fortunate to work with many industry partners over my career, including Boots, Chanel, and more recently CyDen Ltd, eharmony, and Vanquis.
Some of the things (but not all) I can help with:
- Experimental and survey design
- Rapid data collection
- Providing statistical expertise for grant submissions
- Undertaking power analysis (via simulation) of complex models
- Cleaning messy data (no data too messy!)
- Building statistical models
- Helping to interpret fitted models
- Clear and concise communication to non-expert or lay audiences of results
I love solving problems with data, so if there’s something you’re stuck with, feel free to reach out!
Skills
I am highly proficient in both Python and R, with a preference for the former. I’ve been using both languages for nearly ten years and have analysed small survey data through to experimental tasks with 20-million rows, conducting a wide range of statistical analyses such as hierarchical general linear models, factor analysis and principal components analysis, clustering, and produced complex data visualisations. I specialise in Bayesian statistical modelling, and love using this to properly quantify uncertainty and build probabilistic forecasts. Check out my Open Science Framework page for many examples.
Pricing
Like much of statistical inference, this depends! Get in touch about your problem or project and I can provide an estimate for how long it might take. I offer an hour free consultation to discuss project needs.