Statistical Analysis Audit for UK Dissertations
A statistical analysis audit UK checks whether the methods, data and conclusions of a dissertation are aligned. It is particularly useful before submission or after supervisor feedback.
Review the Research Questions
Confirm that every primary analysis answers an approved question. Identify unnecessary tests that do not contribute to the research objectives.
Review Test Selection
Check whether the outcome type, predictors, repeated observations and sampling structure support the chosen procedure.
Review the Analytical Sample
Trace exclusions, missing data and filters so that sample-size differences between tables can be explained.
Review Assumptions and Diagnostics
Verify that relevant assumptions were considered and that the conclusions do not depend on an obviously inappropriate specification.
Review Interpretation
Check whether the dissertation reports magnitude and uncertainty, avoids causal overclaiming and distinguishes statistical from practical significance.
Review Reproducibility
Confirm that the analysis can be regenerated from the data, syntax and documented decisions.
Use Statistics Consulting UK, SPSS Data Audit UK and Reproducible SPSS Analysis UK.