Comprehensive Statistical Analysis Services

StatWorks provides statistical consulting that emphasizes methodological appropriateness, transparent documentation, and practical interpretation. Our services address the complete research lifecycle, from formulating testable hypotheses through preparing results for publication or organizational use. We work collaboratively with clients to ensure analyses align with research questions while maintaining statistical rigor.

Our methodology selection process considers multiple factors including study design characteristics, measurement properties, sample size and composition, and the assumptions underlying different statistical techniques. We prioritize well-established methods supported by methodological research, while remaining open to newer approaches when they offer clear advantages for specific situations. Each analytical decision is documented with clear rationale.

Quality assurance procedures are integrated throughout our work. Data undergo careful inspection upon receipt to identify potential errors or inconsistencies. Analyses include systematic checking of statistical assumptions, with diagnostic procedures appropriate to each method. When assumptions are violated, we implement suitable corrections or alternative approaches. Results receive internal review before delivery, ensuring accuracy and appropriate interpretation.

We provide comprehensive documentation suitable for peer review, including detailed methodology sections, properly formatted results tables, and clear interpretation of findings within research context. All work includes annotated code that demonstrates exactly how results were obtained, supporting transparency and reproducibility. Our reports address not only what the data show, but also appropriate limitations and caveats about the scope of inference.