JMP 14 Profilers by Sas Institute -- Read -- Imperial Library of Trantor

Index

Contents Learn about JMP

Documentation and Additional Resources Formatting Conventions JMP Documentation

JMP Documentation Library JMP Help

Additional Resources for Learning JMP

Tutorials Sample Data Tables Learn about Statistical and JSL Terms Learn JMP Tips and Tricks Tooltips JMP User Community JMP Books by Users The JMP Starter Window

Technical Support

Introduction to Profilers

Visualize Response Surfaces and Optimize Processes Overview of the Profiler Platform Introduction to Profiling

Profiler Features in JMP Profiler Launch Windows

Expand Intermediate Formulas

Fit Group

Interpret the Profiles

The Profiler as a Cross-Section Set or Lock Factor Values

Profiler Platform Options Common Profiler Topics

Linear Constraints

Red Triangle Menu Item Constraint Table Property/Script

Noise Factors

Profiler

Explore Cross Sections of Responses across Each Factor Example of the Prediction Profiler Launch the Prediction Profiler Platform Prediction Profiler Options Desirability Profiling and Optimization

Construction of Desirability Functions How to Use the Desirability Function The Desirability Profile Customized Desirability Functions

Assess Variable Importance

The Assess Variable Importance Report Variable Importance Report

Bagging Additional Examples of the Prediction Profiler

Example of Desirability Profiling for Multiple Responses Example of a Noise Factor in the Prediction Profiler Example of Variable Importance for One Response Example of Variable Importance for Multiple Responses Example of Bagging to Improve Prediction

Fit Neural Network Model Perform Bagging Compare the Predictions

Example of Bagging to Indicate the Accuracy of Predictions

Fit a Generalized Regression Model Perform Bagging Prediction for a New Observation

Statistical Details for the Prediction Profiler

Assess Variable Importance

Background Adjustment for Sampling Variation Variable Importance Standard Errors

Propagation of Error Bars

Contour Profiler

Explore Contours of Responses across Two Factors Overview of the Contour Profiler Example of the Contour Profiler Launch the Contour Profiler Platform The Contour Profiler Report

Factor Settings and Controls Response Settings and Controls

Contour Profiler Platform Options Constraint Shading Settings Additional Example of the Contour Profiler

Explore Optimal Settings

Surface Plot

Explore Contours of Responses across Three Factors Overview of the Surface Plot and Surface Profiler Example of the Surface Plot Platform Launch the Surface Plot Platform The Surface Plot Report

The Surface Plot Appearance Controls

Surface Plot Appearance Controls Surface Profiler Appearance Controls

Independent Variables Dependent Variables

Controls for Sheet and Points Controls for Isosurface

Surface Plot Platform Options

Pop-Up Menu Options Dependent Variables Options

Sheet or Surface Properties Keyboard Shortcuts Additional Examples of the Surface Plot Platform

Construct a Surface Plot for a Single Mathematical Function Plotting Isosurfaces

Mixture Profiler

Explore Factor Effects Using Ternary Plots Overview of the Mixture Profiler

Ternary Plot Overview Ternary Plots with More Than Three Components

Example of the Mixture Profiler Launch the Mixture Profiler Platform The Mixture Profiler Report

Factor Settings and Controls Response Settings and Controls

Mixture Profiler Platform Options

Customizations for the Mixture Profiler

Linear Constraints Additional Examples of the Mixture Profiler Platform

Mixture Variables with a Process Variable Multiple Responses with Five Mixture Variables

Custom Profiler

Explore Response Surfaces Using a Numerical Calculator Overview of the Custom Profiler Example of the Custom Profiler Launch the Custom Profiler Platform The Custom Profiler Report

Factor Settings and Controls Response Settings and Controls Optimization Settings and Controls

Custom Profiler Platform Options

Simulator

Explore the Effects of Variation on Responses Overview of the Simulator Example of the Simulator Launch the Simulator

Factors Simulation Settings

Continuous Factors Categorical Factors

Response Simulation Settings

The Simulator Report The Simulator Report Options Defect Profiler

Introduction to Tolerance Design Graph Scale Defect Rates Simulation Method and Details Notes

Defect Parametric Profiler Simulation Experiment Specification Limits Additional Examples of the Simulator

Example of the Defect Profiler Example of Stochastic Optimization Example of Simulating General Formulas

Statistical Details for the Simulator

Normal Weighted Distribution

Excel Profiler

Visualize Models Saved in Microsoft Excel Overview of the Excel Profiler Example of an Excel Model Run the JMP Profiler Use Linear Constraints Resolution of Profile Lines Use the Excel Profiler from JMP

References Index

Profilers

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