Robust Response Surfaces, Regression, and Positive Data Analyses: 1st Edition (e-Book) book cover

Robust Response Surfaces, Regression, and Positive Data Analyses

1st Edition

By Rabindra Nath Das

Chapman and Hall/CRC

336 pages

Purchasing Options:$ = USD
Hardback: 9781466506770
pub: 2014-05-21
eBook (VitalSource) : 9780429088667
pub: 2014-05-21
from $28.98

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Although widely used in science and technology for experimental data generating, modeling, and optimization, the response surface methodology (RSM) has many limitations. Showing how robust response surface methodology (RRSM) can overcome these limitations, Robust Response Surfaces, Regression, and Positive Data Analyses presents RRS designs, along

Table of Contents

Introduction. Robust First-Order Designs. Robust Second-Order Designs. Lifetime Improvement Robust First-Order Designs. Lifetime Improvement Robust Second-Order Designs. Weakly Robust Rotatable Designs. Robust Second-Order Slope-Rotatability. Robust Second-Order Slope-Rotatability Over All Directions. Robust Second-Order Slope-Rotatable Designs With Maximum Directional Variance and D-Optimal Slope. Weakly Robust Second-Order Slope-Rotatable Designs. Regression Analysis for Correlated Observations. Applications of Correlated Regression Analyses. Positive Data Analyses. Applications of Log-Normal and Gamma Models.

Subject Categories

BISAC Subject Codes/Headings:
MATHEMATICS / Probability & Statistics / General