Profilers > Simulator > Launch the Simulator > Response Simulation Settings
Publication date: 05/24/2021

Response Simulation Settings

Simulation settings for the responses enable you to simulate random noise in the responses. Often your factors explain part of the variation in the response with the rest of the variation of the response attributed to random noise. This is how the random noise is specified in your simulation.

No Noise

Generates the response from the model based on the factor settings. No random noise added to the response.

Add Random Noise

Adds a normal random value with mean zero and specified standard deviation to the generated response.

Add Random Weighted Noise

Adds an error term to the generated response based on a weighted sampling scheme used to simulate rare events from the tails of the distribution.

Add Multivariate Noise

Adds an error term to the generated response based on a multivariate normal distribution. Specify the standard deviation for the response. Specify the correlation structure between responses in the Y Correlation Specification report.

Random by Model

(Available only within the Standard Least Squares and Generalized Regression personalities of the Fit Model platform.) Adds an error term to the generated response based on the model distribution specified in the Fit Model launch window.

Want more information? Have questions? Get answers in the JMP User Community (community.jmp.com).