“Let’s master JMP Principal component analysis/Cluster analysis You can watch the video.
*This seminar uses "JMP 17.0.0," the latest version at the time of video creation (January 2023).
Chapter 1: Principal component analysis and JMP usage
We will provide an overview of principal component analysis and demonstrate how to use it in JMP, interpret the reports it displays, and perform various analysis options.
Finally, I will introduce outlier analysis in principal component analysis, which is a feature of JMP.
Section1 : Overview of principal component analysis and basic operations in JMP (10 minutes 23 seconds)
Section2 : Interpreting reports and running analysis options (15 minutes 32 seconds)
Section3 : Outlier analysis of multivariate data using principal component analysis (5 minutes 59 seconds)
Chapter 2: Cluster analysis and JMP usage
Provides an overview of cluster analysis, explains how to use hierarchical cluster analysis and Kmeans cluster analysis in JMP, determines the number of clusters, and provides useful analysis options.
Finally, I will show you how you can take advantage of the features of JMP to reflect the results of cluster analysis in a principal component analysis report.
Section1 : Overview and hierarchical cluster analysis (16 minutes 21 seconds)
Section2 : K-means cluster analysis (5 minutes 37 seconds)
Section3 : Cooperation of principal component analysis and cluster analysis (3 minutes 32 seconds)
