Nonlinear Computer Modeling of Chemical and Biochemical Data

Name: Nonlinear Computer Modeling of Chemical and Biochemical Data
Price: 17.24 USD
Availability: InStock
ISBN: 9780126044904

ISBN-10: 0126044902

ISBN-13: 9780126044904

Edition: 1996

Authors: James F. Rusling, Thomas F. Kumosinski

List price: $133.00

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Description:

Assuming only background knowledge of algebra and elementary calculus, and access to a modern personal computer, Nonlinear Computer Modeling of Chemical and Biochemical Data presents the fundamental basis and procedures of data modeling by computer using nonlinear regression analysis. Bypassing the need for intermediary analytical stages, this method allows for rapid analysis of highly complex processes, thereby enabling reliable information to be extracted from raw experimental data. By far the greater part of the book is devoted to selected applications of computer modeling to various experiments used in chemical and biochemical research. The discussions include a short review of…

Book details

List price: $133.00
Copyright year: 1996
Publisher: Elsevier Science & Technology Books
Publication date: 1/24/1996
Binding: Hardcover
Pages: 268
Size: 6.25" wide x 9.50" long x 0.75" tall
Weight: 1.188
Language: English




General Introduction to Regression Analysis


Introduction to Nonlinear Modeling of Data: What is Nonlinear Modeling? Objectives of this Book


Anayzing Data with Regression Analysis: Linear Models


Nonlinear Regression Analysis


Sources of Mathematics Software Capable of Linear and Nonlinear Regression


Building Models for Experimental Data: Sources of Data and Background Contributions


Examples of Model Types


Finding the Best Models


Correlation Between Parameters and Other Convergence Problems: Correlations and How to Minimize Them


Avoiding Pitfalls in Convergence



Selected Applications


Titrations: Introduction


Macromolecular Equilibria and Kinetics: Linked Thermodynamic Models: The Concept of Linked Functions


Applications of Thermodynamic Linkage


Secondary Structure of Proteins by Infrared Spectroscopy: Introduction


Analysis of Spectra--Examples


Nuclear Magnetic Resonance Relaxation: Fundamentals of NMR Relaxation


Applications from NMR in Solution


Applications from NMR in the Solid State


Small-Angle X-Ray Scattering (SAXS) of Proteins: Theoretical Considerations


Applications


Ultracentrifugation of Macromolecules: Sedimentation


Voltammetric Methods: General Characteristics of Voltammetry


Steady State Voltammetry


Cyclic Voltammetry


Square Wave Voltammetry


Chronocoulometry: Basic Principles


Estimation of Diffusion Coefficients


Surface Concentrations of Adsorbates from Double Potential Steps


Rate Constant for Reaction of a Product of an Electrochemical Reaction


Automated Resolution of Multiexponential Decay Data: Considerations for Analyses of Overlapped Signals


Automated Analysis of Data with an Unknown Number of Exponentials


Chromatography and Multichannel Detection Methods: Overlapped Chromatographic Peaks with Single-Channel Detection


Multichannel Detection


Appendix


Subject Index