Advanced Statistical Models with MATLAB. Design of Experiments, Neural Networks, and Global Linear Models - Parker K., Paperback

• ISBN-13   9781539660064 | 978-1-5396-6006-4
• ISBN   1539660060 | 1-5396-6006-0
• Format   Paperback
• Author(s)   Parker K.
• This book develops tools for design of experiment, statistical modeling, neural networks, Global Linear Models and non linear models. The Model Browser is a flexible, powerful, intuitive graphical interface for building and evaluating experimental designs and statistical models: • Design of experiment tools can drastically reduce expensive data collection time. • You can create and evaluate optimal, space filling, and classical designs, and constraints can be designed or imported. • Hierarchical statistical models can capture the nature of variability inherent in engine data, accounting for variation both within and between tests. • The Model Browser has powerful, flexible tools for building, comparing, and evaluating statistical models and experimental designs. • There is an extensive library of prebuilt model types and the capability to build user-defined models. • You can export models to CAGE or to MATLAB, or Simulink software.