Chapter 13: Advanced Modeling Techniques

Overview.. 297

The Problem: A Shift in Tablet Dissolution. 297

Preparing a Data Table to Enhance Modeling Efficiency. 297

Partition Modeling. 301

Stepwise Models. 306

Neural Network Models. 311

Advanced Predictive Modeling Techniques (Bootstrap Forest) (JMP Pro Only) 314

Model Comparison (JMP Pro only) 316

Practical Conclusions. 319

Exercises. 319

 

Overview

We live in a period when the practice of data analysis is exploding. Businesses maintain and enhance success by collecting data from operations for analysis to increase the level of intelligence for all processes. This intelligence is practically applied as continuous improvement to meet increasing demands on the business. The pharmaceutical and ...

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