JMP In: Version 5.1 Book

BASIC STATISTICS. Descriptive Statistics. Confidence Intervals, One and Two Sample t-tests, Paired t-tests. Correlation and Covariance. Normality Test, Equal Variance Test. REGRESSION ANALYSIS. Linear Regression. Nonlinear Regression. Polynomial Regression. Logistic Regression. Multiple Regression. Response Surface Regression. Orthogonal (Error in Management) Regression. Match Paired Data. Stepwise Regression. Residual Plots. FIT MODEL. Spline Model. Random Effect Models. Mixed Models. Repeated Measures Analysis. Log Variance. Scaled Estimates. Box-Cox Y Transformation. Durbin-Watson Statistics. Press Statistic. Save Cook's D. Save Hats. Save Stderr Prediction Formula. Inverse Prediction. Parameter Power. Bivariate Normal Density Estimation. Nonparametric Density Estimation. ANALYSIS OF VARIANCE. ANOVA and ANCOVA. General Linear Model (GLM). Unbalanced Nested Designs. MANOVA and MANCOVA. Fully Nested Designs. Analysis of Means. Mulitple Comparisons. Residual, Main Effects, and Interaction Plots. Power Calculation. STATISTICAL PROCESS CONTROL. Shewhart Charts (Continuous and Attribute). Pareto Charts. Capability Analysis. Control Charts: XBar, R, S, XBar-R, XBar-S, EWMA, CUSUM, c, u, IR, P, NP, UWMA. Custom Tests for Special Clauses. Box-Cox Transformation. Gage R and R Analysis. Variability Charts. OC Curves. DESIGN OF EXPERIMENTS. Custom Design. Screening Design. Response Surface Design. Full Factorial Design. Taguchi Arrays. Mixture Design. Augmented Design. Sample Size and Power. Plots: Residual, Main Effects, Interaction, Cube, and Contour. SURVIVAL ANALYSIS. Kaplan-Meier Survival Plots and Life Tables.Recurrence Analysis. Proportional Hazard Model Fitting. Plots: Distribution, Probability, Hazard, and Survival. MULTIVARIATE ANALYSIS. Principal Component Analysis. Discriminant Analysis. Cluster Analysis, Dendograms. Factor Analysis. Correlations. PLS (Partial Least Squares). OTHER ANALYSIS. Recursive Partitioning. Neural Networks. TIME SERIES AND FORECASTING. Time Series Plots. Auto-, Partial Auto- and Cross Correlations. ARIMA Analysis, Seasonal ARIMA. Smoothing Model. Winter's Methods. Sprectral Analysis. NONPARAMETRIC TESTS. Wilcoxon Test. Median Test. Van Der Waerden Test. Kruskal-Wallis Test. REPORTING TABLES. Correspondence Analysis. Contingency Tables. Cochran Mantel Haenszel.