The JMP 8 Statistics and Graphics Guide, Second Edition, documents the JMP 8 statistical platforms, overviews statistical methods, and describes JMP 8 report windows and options. This two-volume set covers univariate analysis, capability analyses, model fitting, bivariate scatterplot, one-way ANOVA, contingency tables analysis, simple logistic regression, paired data, standard least squares, generalized linear models, stepwise and logistic regression, nonlinear regression, multiple response fitting, analyzing screening designs, correlations and multivariate techniques, principal components, clustering, partial least squares, neural nets, categorical response analysis, choice modeling, discriminant analysis, lifetime distribution, reliability and survival analysis, recurrence analysis, recursive partitioning, time series analysis, Gaussian processes, item response theory, and more. Also included are instructions for using charts overlay plots, interactive data visualization, surface and contour plots, control charts, variability charts, Ishikawa diagrams, bubble plots, three-dimensional scatterplots, scatterplot matrices, Pareto plots, ternary plots, tree maps, and more. The second edition has been updated to reflect software updates. This title is also available free online from SAS Publishing.