Recommended guides and videos
- Opening JMP and Getting Started
- Graph Builder
- Tabulating Data
- Mosaic Plot and Contingency Table
- Random Sampling and Random Data
- Sample Size and Power for One Sample Mean
- Sample Size and Power for Two Sample Means
- Bootstrapping
- Randomization Testing
- Two Sample t-Test and CIs
- Two Proportions Test and Confidence Interval
- Paired t-Test and CI
- One Way ANOVA
- Two-Way (Factorial) ANOVA
- Chi-Square Test for a Two-Way Table
- Sample Size and Power for One Sample Proportion
- Sample Size and Power for Two Proportions
- Correlation
- Simple Linear Regression
- Multiple Linear Regression
- Simple Logistic Regression
- Multiple Logistic Regression
- Stepwise Regression
- Clustering
- Principal Components Analysis
- Factor Analysis
- Discriminant Analysis
- Classification Trees (Partition)
- Regression Trees (Partition)
- Naive Bayes
- K Nearest Neighbors
- Neural Networks
- Support Vector Machines
- Support Vector Regression
- Creating a Validation Column (Holdout Sample)
- Model Comparison and Selection
- Text Mining - Describing Unstructured Text Data
- Text Mining - Analyzing Unstructured Text Data
- Association Analysis (Market Basket Analysis)
The complete collection of guides and videos can be found at the JMP Learning Library.