Response Surface Methodology (RSM) is a collection of statistical and mathematical techniques used to develop, improve, and optimize processes. It is particularly valuable when many input variables or factors potentially influence a response variable.
The process of RSM involves several key steps:
RSM is widely applied in engineering, product development, manufacturing, and research and development. Its strength lies in its ability to handle complex, multivariate systems where interactions between variables are significant. RSM provides a systematic approach to optimization, making it far more efficient than experimenting with one variable at a time, particularly when the underlying data generation process is poorly understood.
From Chapter 14:
Now Playing
Biostatistics
69 Views
Biostatistics
290 Views
Biostatistics
558 Views
Biostatistics
261 Views
Biostatistics
144 Views
Biostatistics
66 Views
Biostatistics
141 Views
Biostatistics
96 Views
Biostatistics
81 Views
Biostatistics
169 Views
Biostatistics
111 Views
Biostatistics
70 Views
Biostatistics
153 Views
Biostatistics
159 Views
Biostatistics
98 Views
See More
Copyright © 2025 MyJoVE Corporation. All rights reserved