Why analysts choose Statistico
Instead of isolated statistical outputs, Statistico keeps every stage of Independent Means connected — without leaving the analytical workflow.
From group comparison to statistical reasoning — this is Interactive Statistical Computing, not a sequence of static outputs.
What the module provides
One comparison. Connected inferential views.
Click a stage to inspect it — each view stays inside the same comparison, so there's no re-running the analysis to move between them.
independent-means-explore.webpExplore
Review descriptive tables and distribution visuals before relying on a group comparison.
independent-means-assumptions.webpAssumptions
Check normality, spread, and diagnostics so the selected comparison method is defensible.
independent-means-results.webpResults
Separate the main statistical result from supporting details and robustness checks.
independent-means-effects.webpEffect Sizes
Translate statistical significance into practical magnitude and uncertainty.
independent-means-power.webpPower Analysis
Estimate achieved power or required sample size from the same workflow.
independent-means-ai.webpAI Interpretation
Plain-language summary of the comparison and next checks — see the caution below.
Explore groups before committing to a test
Descriptives and comparison-of-means visuals stay linked to the same grouping, so distribution shape informs the inferential choice rather than appearing after the fact.
independent-means-explore.webpAssess results, robustness, and practical magnitude
Primary results, robustness checks, effect sizes, and power sit together so significance is never the only decision surface.
Move from results to an APA-ready report
The report draws on the same assumptions, effects, and power checks already in the workspace, so publishing does not restart the analysis.
Interpretation within the analytical workflow
Statistico's AI-assisted assessment summarizes the comparison, effect size, and assumption flags, and suggests next steps from the same output already in the workspace.
Built for analysts who already know the method
Excel remains the working data environment.
Statistical outputs remain visible and inspectable.
Interaction supports analysis rather than hiding it.