Kids Library Home

Welcome to the Kids' Library!

Search for books, movies, music, magazines, and more.

     
Available items only
E-Books/E-Docs
Author Rhinehart, R. Russell, 1946- author.

Title Nonlinear regression modeling for engineering applications : modeling, model validation, and enabling design of experiments / R. Russell Rhinehart.

Publication Info. Chichester, UK ; Hoboken, NJ : John Wiley & Sons, 2016.

Copies

Location Call No. OPAC Message Status
 Axe Books 24x7 Engineering E-Book  Electronic Book    ---  Available
Description 1 online resource.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Bibliography Includes bibliographical references and index.
Note Print version record and CIP data provided by publisher.
Summary With a focus on practical applications, with relevant methods supported by fundamental analysis, this book details methods of nonlinear regression, computational algorithms, model validation, interpretation of residuals, and useful experimental design. -- Edited summary from book.
Contents 1 Introductory Concepts -- 2 Model Types -- 3 Propagation of Uncertainty -- 4 Essential Probability and Statistics -- 5 Simulation -- 6 Steady and Transient State Detection -- 7 Regression Target -- Objective Function -- 8 Constraints -- 9 The Distortion of Linearizing Transforms -- 10 Optimization Algorithms -- 11 Multiple Optima -- 12 Regression Convergence Criteria -- 13 Model Design -- Desired and Undesired Model Characteristics and Effects -- 14 Data Pre- and Post-processing -- 15 Incremental Model Adjustment -- 16 Model and Experimental Validation -- 17 Model Prediction Uncertainty -- 18 Design of Experiments for Model Development and Validation -- 19 Utility versus Perfection -- 20 Troubleshooting -- 21 Case Studies.
Subject Regression analysis -- Mathematical models.
Engineering -- Mathematical models.
TECHNOLOGY & ENGINEERING -- Engineering (General)
TECHNOLOGY & ENGINEERING -- Reference.
Engineering -- Mathematical models. (OCoLC)fst00910373
Regression analysis -- Mathematical models. (OCoLC)fst01093277
Genre/Form Electronic books.
Other Form: Print version: Rhinehart, R. Russell, 1946- Nonlinear regression modeling for engineering applications. Chichester, UK ; Hoboken, NJ : John Wiley & Sons, 2016 9781118597965 (DLC) 2016012932
ISBN 9781118597972 (electronic bk.)
1118597974 (electronic bk.)
1118597966 (cloth)
9781118597965 (cloth)
9781118597934
1118597931
9781118597958
1118597958
9781118597965 (cloth)
Standard No. 10.1002/9781118597972 doi
AU@ 000057385759
CHBIS 010879120
CHNEW 000945354
CHVBK 480255121
CHVBK 480643164
DEBSZ 485066882

 
    
Available items only