Statistical Analysis Consulting & Methods Planning

I will review your analytical plan and deliver a written consultation report covering your research question, appropriate statistical tests, sample size requirements, data collection considerations, software recommendations, and potential analytical pitfalls to avoid. Analytical decisions made without statistical expertise — wrong test for the data type, inadequate sample size, or wrong assumption about independence — cannot be corrected after data collection and can render an otherwise well-designed study uninterpretable.

The report covers research question and hypothesis clarity, measurement level of each variable, appropriate statistical test selection, sample size power calculation, missing data strategy, assumption checking protocol, and a recommended analysis sequence from descriptive through inferential.

This service is the essential first step for any researcher, analyst, or organisation planning a data collection and analysis project who wants expert methodological guidance before committing resources.