Preliminaries -- JMP right in -- Data tables, reports, and scripts -- Formula editor adventures -- What are statistics? -- Simulations -- Univariate distributions: one variable, one sample -- The difference between two means -- Comparing many means: one-way analysis of variance -- Fitting curves through points: regression -- Categorical distributions -- Categorical models -- Multiple regression -- Fitting linear models -- Bivariate and multivariate relationships -- Design of experiments -- Exploratory modeling -- Discriminant and cluster analysis -- Statistical quality control -- Time series -- Machines of fit.