| Purpose |
To enable delegates to solve problems by data mining & visual analysis using jmp software |
| Basic Stats |
Means, medians, range IQR Box plots, STD Confidence intervals, Sample size, SE mean |
| Data manipulation |
Import text, join, clean, scrub, sort, saving files, reports, journals etc |
| Framing the problem |
Ys and Xs, data collection, Gage R & R , Y measures |
| Process Capability |
Control charts, Common cause special cause, Capability analysis |
| Visual Six sigma |
Distributions, formulas, conditions, Color value, Brushing, Parallels, Partitioning, Tabulate |
| Hypothesis tests |
P value, T test F test Power and sample size |
| Fit Y by X |
Continuous Discrete ANOVA, t tests
Continuous - Continuous Simple Regression, residuals
Discrete – Discrete, Chi square
Discrete – Continuous Logistic regression
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| Multivariate analysis |
Matrix plots, Pearson coefficients, colour maps |
| Modelling |
Screening, Least squares, Leveraged effects, Profiling & Simulation |
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