nonlinear computer modeling of chemical and biochemical data

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Nonlinear Computer Modeling Of Chemical And Biochemical Data

Author : James F. Rusling
ISBN : 9780080537689
Genre : Technology & Engineering
File Size : 63. 91 MB
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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 principles and models for each technique, examples of computer modeling for real and theoretical data sets, and examples from the literature specific to each instrumental technique. The book also offers detailed tutorial on how to construct suitable models and a score list of appropriate mathematics software packages.

Advanced Excel For Scientific Data Analysis

Author : Robert De Levie
ISBN : 9780195152753
Genre : Science
File Size : 68. 41 MB
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Excel is by far the most widely distributed data analysis software but few users are aware of its full powers. Advanced Excel For Scientific Data Analysis takes off from where most books dealing with scientific applications of Excel end. It focuses on three areas-least squares, Fourier transformation, and digital simulation-and illustrates these with extensive examples, often taken from the literature. It also includes and describes a number of sample macros and functions to facilitate common data analysis tasks. These macros and functions are provided in uncompiled, computer-readable, easily modifiable form; readers can therefore use them as starting points for making their own personalized data analysis tools. Detailed descriptions and sample applications of standard and specialized uses of least squares for fitting data to a variety of functions, including resolving multi-component spectra; standard processes such as calibration curves and extrapolation; custom macros for general "error" propagation, standard deviations of Solver results, weighted or equidistant least squares, Gram-Schmidt orthogonalization, Fourier transformation, convolution and deconvolution, time-frequency analysis, and data mapping. There are also worked examples showing how to use centering, the covariance matrix, imprecision contours, and Wiener filtering and custom functions for bisections, Lagrange interpolation, Euler and Runge-Kutta integration.

Fitting Models To Biological Data Using Linear And Nonlinear Regression

Author : Harvey Motulsky
ISBN : 9780190291396
Genre : Science
File Size : 63. 29 MB
Format : PDF
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Most biologists use nonlinear regression more than any other statistical technique, but there are very few places to learn about curve-fitting. This book, by the author of the very successful Intuitive Biostatistics, addresses this relatively focused need of an extraordinarily broad range of scientists.

Encyclopedia Of Surface And Colloid Science

Author : P. Somasundaran
ISBN : 0849396050
Genre : Science
File Size : 78. 34 MB
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Fitting Models To Biological Data Using Linear And Nonlinear Regression

Author : Harvey Motulsky
ISBN : 0195171802
Genre : Computers
File Size : 39. 13 MB
Format : PDF
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Nonlinear regression is an essential tool for analyzing biological data, and is the most frequently used tool for data analysis in many labs. This book is written for biologists, not mathematical statisticians, and presents a practical approach to fitting curves with nonlinear regression. It explains how to choose a model, how to make sensible choices when using a nonlinear regression program, and how to interpret the results. It also helps you troubleshoot "bad" fits and explains how to compare models and data sets.

Topics In Current Chemistry

Author : A. Julg
ISBN : 3540073558
Genre : Chemistry
File Size : 48. 38 MB
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New Theoretical Aspects

Author : A. Julg
ISBN : 3540073558
Genre : Science
File Size : 48. 57 MB
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Self Organized Biological Dynamics And Nonlinear Control

Author : Jan Walleczek
ISBN : 1139427598
Genre : Science
File Size : 65. 22 MB
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The growing impact of nonlinear science on biology and medicine is fundamentally changing our view of living organisms and disease processes. This book introduces the application to biomedicine of a broad range of interdisciplinary concepts from nonlinear dynamics, such as self-organization, complexity, coherence, stochastic resonance, fractals and chaos. It comprises 18 chapters written by leading figures in the field and covers experimental and theoretical research, as well as the emerging technological possibilities such as nonlinear control techniques for treating pathological biodynamics, including heart arrhythmias and epilepsy. This book will attract the interest of professionals and students from a wide range of disciplines, including physicists, chemists, biologists, sensory physiologists and medical researchers such as cardiologists, neurologists and biomedical engineers.

Handbook Of Biochemical Kinetics

Author : Daniel L. Purich
ISBN : 0080521932
Genre : Science
File Size : 43. 80 MB
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Biochemical kinetics refers to the rate at which a reaction takes place. Kinetic mechanisms have played a major role in defining the metabolic pathways, the mechanistic action of enzymes, and even the processing of genetic material. The Handbook of Biochemical Kinetics provides the "underlying scaffolding" of logic for kinetic approaches to distinguish rival models or mechanisms. The handbook also comments on techniques and their likely limitations and pitfalls, as well as derivations of fundamental rate equations that characterize biochemical processes. Key Features * Over 750 pages devoted to theory and techniques for studying enzymic and metabolic processes * Over 1,500 definitions of kinetic and mechanistic terminology, with key references * Practical advice on experimental design of kinetic experiments * Extended step-by-step methods for deriving rate equations * Over 1,000 enzymes, complete with EC numbers, reactions catalyzed, and references to reviews and/or assay methods * Over 5,000 selected references to kinetic methods appearing in the Methods in Enzymology series * 72-page Wordfinder that allows the reader to search by keywords * Summaries of mechanistic studies on key enzymes and protein systems * Over 250 diagrams, figures, tables, and structures

Multiscale Analysis And Nonlinear Dynamics

Author : Misha Meyer Pesenson
ISBN : 9783527671656
Genre : Science
File Size : 71. 53 MB
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Since modeling multiscale phenomena in systems biology and neuroscience is a highly interdisciplinary task, the editor of the book invited experts in bio-engineering, chemistry, cardiology, neuroscience, computer science, and applied mathematics, to provide their perspectives. Each chapter is a window into the current state of the art in the areas of research discussed and the book is intended for advanced researchers interested in recent developments in these fields. While multiscale analysis is the major integrating theme of the book, its subtitle does not call for bridging the scales from genes to behavior, but rather stresses the unifying perspective offered by the concepts referred to in the title. It is believed that the interdisciplinary approach adopted here will be beneficial for all the above mentioned fields.

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