XY&T Mantel Analysis VIP Exclusive

🔄 What is this?

This is a deep relationship network. It examines the triangular relationship between latent variables (T), causes (X), and results (Y).

It allows you to see at a glance: Are the latent variables extracted by the model useful?

🧐 How to read?

• Points:
  • Blue points: Relationship between T and X.
  • Red points: Relationship between T and Y.
• Line: If there is a clear diagonal line, it indicates the latent variables have captured the key points.

🛠️ How to use?

• Validate the model: If T is similar to X but has no relationship with Y, it indicates the model has learned incorrectly (only learned noise).
• Optimize components: If a latent variable has little relationship with Y, can it be deleted?