Splines and compartment models : an introduction /

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Bibliographic Details
Author / Creator:Biebler, Karl-Ernst, author.
Imprint:[Hackensack] New Jersey : World Scientific, [2013]
©2013
Description:1 online resource (xiii, 334 pages) : illustrations
Language:English
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11209179
Hidden Bibliographic Details
Other authors / contributors:Wodny, Michael, author.
ISBN:9789814522236
9814522236
1299833292
9781299833296
9789814522229
9814522228
Notes:Includes bibliographical references (pages 319-330) and index.
Print version record.
Summary:This book presents methods of mathematical modeling from two points of view. Splines provide a general approach while compartment models serve as examples for context related to modeling. The preconditions and characteristics of the developed mathematical models as well as the conditions surrounding data collection and model fit are taken into account. The substantial statements of this book are mathematically proven. The results are ready for application with examples and related program codes given. In this book, splines are algebraically developed such that the reader or user can easily understand and vary the numerical construction of the different kinds of spline functions. The classical compartment models of the pharmacokinetics are systematically analyzed and connected with lifetime distributions. As such, parameter estimation and model fit can be treated statistically with a varied minimum chi-square method. This method is applicable for single kinetics and also allows the calculation of average kinetics.
Other form:Print version: Biebler, Karl-Ernst. Splines and compartment models. Singapore ; Hackensack : World Scientific, [2013] 9814522228

MARC

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264 1 |a [Hackensack] New Jersey :  |b World Scientific,  |c [2013] 
264 4 |c ©2013 
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520 3 |a This book presents methods of mathematical modeling from two points of view. Splines provide a general approach while compartment models serve as examples for context related to modeling. The preconditions and characteristics of the developed mathematical models as well as the conditions surrounding data collection and model fit are taken into account. The substantial statements of this book are mathematically proven. The results are ready for application with examples and related program codes given. In this book, splines are algebraically developed such that the reader or user can easily understand and vary the numerical construction of the different kinds of spline functions. The classical compartment models of the pharmacokinetics are systematically analyzed and connected with lifetime distributions. As such, parameter estimation and model fit can be treated statistically with a varied minimum chi-square method. This method is applicable for single kinetics and also allows the calculation of average kinetics. 
504 |a Includes bibliographical references (pages 319-330) and index. 
505 0 |a Why spline functions? -- Interpolating splines of degree n -- Interpolating cubic splines -- Smoothing natural cubic splines and the choice of the smoothing parameter -- Interpolating quadratic splines -- Interpolating quadratic splines and paraboles -- Smoothing quadratic splines -- Splines and averaged functions -- Concept of a context related mathematical pharmacokinetical model -- Compartment models -- Other deterministic models -- Calculability and identifiability -- Compartment models and associated residence time distributions -- Other stochastic models -- Calculating methods related to compartment models -- Selection of pharmacokinetic models -- Pharmacokinetics for multiple applications -- Mathematica® programs for selected problems. 
588 0 |a Print version record. 
650 0 |a Spline theory.  |0 http://id.loc.gov/authorities/subjects/sh85126830 
650 0 |a Mathematical models.  |0 http://id.loc.gov/authorities/subjects/sh85082124 
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650 7 |a Spline theory.  |2 fast  |0 (OCoLC)fst01130287 
655 4 |a Electronic books. 
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700 1 |a Wodny, Michael,  |e author.  |0 http://id.loc.gov/authorities/names/no2013143319 
776 0 8 |i Print version:  |a Biebler, Karl-Ernst.  |t Splines and compartment models.  |d Singapore ; Hackensack : World Scientific, [2013]  |z 9814522228  |w (OCoLC)850182963 
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