Statistics & Data Analytics

Statistical Analysis & Hypothesis Testing

Choose methods that fit the study design and variable types, then report assumptions, effect sizes and uncertainty.

Areas of assistance

Choose methods that fit the study design and variable types, then report assumptions, effect sizes and uncertainty. Provide the research question, variable definitions, study design and anonymised data.

Topics we can explore

Descriptive and inferential statistics
Hypothesis testing
Regression and correlation
ANOVA
Chi-square tests
T-tests

Typical learning or professional deliverables

Test-selection explanation
Diagnostic review
Results interpretation notes

Deliverables depend on the agreed scope. Academic work remains your own; engineering and financial guidance does not replace qualified professional approval.

Questions about Statistical Analysis & Hypothesis Testing

Can you choose a test before seeing the design?

Method choice depends on sampling, variable types and assumptions; these are reviewed before selecting a test.

What should I send with my enquiry?

Provide the research question, variable definitions, study design and anonymised data.

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