Why analysts choose Statistico
Instead of isolated statistical outputs, Statistico keeps every stage of Univariate Analysis connected — without leaving the analytical workflow.
From raw values to statistical reasoning — this is Interactive Statistical Computing, not a sequence of static outputs.
What the module provides
One variable. Connected views.
Click a stage to inspect it — each view stays inside the same selected variable, so there's no re-running the analysis to move between them.
univariate-histogram.webpHistogram
Reshape bins and overlays live. The histogram remains the primary surface for shape, gaps, and density.
univariate-boxplot.webpBox Plot
Quartiles, whiskers, and outlier flags compress the distribution into a fast diagnostic read.
univariate-qq.webpQQ Plot
Compare sample quantiles with a normal reference before trusting normal-based procedures.
univariate-density.webpKernel Density
Smooth the distribution without forcing fixed histogram bins.
univariate-normality.webpNormality
Six normality tests summarized as one strength index, with supporting detail available.
univariate-ai.webpAI Interpretation
Plain-language summary of shape, outliers, and next checks — see the caution below.
Distribution exploration is part of the workflow
Histogram, density, and box-plot views stay linked to the same variable, so shape, spread, and unusual observations can be reviewed together rather than in separate tools.
univariate-histogram.webpAssess normality, outliers, and inferential readiness
Normality, intervals, and hypothesis tests sit alongside the visual views, so readiness checks are not a separate export step.
Move from description to inference without leaving the module
Confidence intervals and hypothesis tests use the same selected variable and options already in the workspace, so exploration and inference stay connected.
Interpretation within the analytical workflow
Statistico's AI-assisted assessment summarizes distribution shape, outliers, and normality evidence, and suggests next steps drawn 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.