AKALYSIS
Statistical consultancy
Statistical consultancy for complex analytical work
For teams that need robust modelling, defensible methods, and quantitative judgement that can stand behind real decisions.
AKALYSIS supports projects where the analytical choices materially affect interpretation, publication quality, operational confidence, or financial risk. The focus is not simply running a model. It is choosing the right analytical structure, understanding what the data can support, and making sure the output holds up under scrutiny.
Led by Dr. Andrew Kingston, statistician, epidemiologist, data scientist and educator. BSc (Hons) MSc PhD CStat SFHEA.
Area of Focus
Model strategy
Choosing an approach that fits the question, data structure, and level of scrutiny the work will face.
Area of Focus
High-stakes inference
Handling complex outcomes, repeated measures, clustering, non-linearity, missing data, and uncertainty properly.
Area of Focus
Reporting and interpretation
Turning technical outputs into clear results, recommendations, and decision-ready explanation.
When this is a good fit
You have a dataset but no clear model strategy.
A project involves survival, repeated-measures, multilevel, or other non-standard structures.
Reviewers, funders, or senior stakeholders are likely to scrutinise the analysis closely.
You need an analytical audit before committing further time, money, or publication effort.
Typical analytical work
- Regression modelling and inference
- Mixed-effects and longitudinal models
- Survival and event-history analysis
- Missing-data strategy and sensitivity analysis
- Statistical review of methods, protocols, and analysis plans
Why AKALYSIS
Statistical rigour with epidemiological and data science depth
AKALYSIS is designed for projects where the analysis needs to be methodologically coherent as well as useful. That means careful thinking about design, model choice, interpretation, bias, uncertainty, and how results will be challenged by collaborators, reviewers, decision-makers, or the real world.
Book a Free Consultation
Book a free initial call to discuss your data and what rigorous analysis would actually look like for your project. No obligation, no sales pitch.
Free initial consultation, no obligation.