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Biocalculus Calculus, Probability, and Statistics for the Life Sciences

Stewart, James
Innbundet / 2015 / Engelsk

Produktdetaljer

ISBN
9781305114036
Publisert
2015-07-22
Utgiver
Vendor
Brooks/Cole
Vekt
2267 gr
Høyde
45 mm
Bredde
220 mm
Dybde
256 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
1032

Forfatter
Stewart, James

Om bidragsyterne

James Stewart received the M.S. degree from Stanford University and the Ph.D. from the University of Toronto. After two years as a postdoctoral fellow at the University of London, he became Professor of Mathematics at McMaster University. His research has been in harmonic analysis and functional analysis. Stewart’s books include a series of high school textbooks as well as a best-selling series of calculus textbooks published by Cengage Learning. He is also co-author, with Lothar Redlin and Saleem Watson, of a series of college algebra and precalculus textbooks. Translations of his books include those into Spanish, Portuguese, French, Italian, Korean, Chinese, Greek, Indonesian and Japanese. A talented violinist, Stewart was concertmaster of the McMaster Symphony Orchestra for many years and played professionally in the Hamilton Philharmonic Orchestra. He has given more than 20 talks worldwide on mathematics and music. Stewart was named a Fellow of the Fields Institute in 2002 and was awarded an honorary D.Sc. in 2003 by McMaster University. The library of the Fields Institute is named after him. The James Stewart Mathematics Centre was opened in October, 2003, at McMaster University.

Biocalculus Calculus, Probability, and Statistics for the Life Sciences

Stewart, James
Innbundet / 2015 / Engelsk
Stewart, James
Innbundet / 2015 / Engelsk
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BIOCALCULUS: CALCULUS, PROBABILITY, AND STATISTICS FOR THE LIFE SCIENCES shows students how calculus relates to biology, with a style that maintains rigor without being overly formal. The text motivates and illustrates the topics of calculus with examples drawn from many areas of biology, including genetics, biomechanics, medicine, pharmacology, physiology, ecology, epidemiology, and evolution, to name a few. Particular attention has been paid to ensuring that all applications of the mathematics are genuine, and references to the primary biological literature for many of these has been provided so that students and instructors can explore the applications in greater depth. Although the focus is on the interface between mathematics and the life sciences, the logical structure of the book is motivated by the mathematical material. Students will come away with a sound knowledge of mathematics, an understanding of the importance of mathematical arguments, and a clear understanding of how these mathematical concepts and techniques are central in the life sciences.
Les mer
Shows students how calculus relates to biology, with a style that maintains rigor without being overly formal. This book includes topics on calculus with examples drawn from many areas of biology, including genetics, biomechanics, medicine, pharmacology, physiology, ecology, epidemiology, and evolution.
Les mer
PROLOGUE: MATHEMATICS AND BIOLOGY. CASE STUDIES. Case Study 1: Kill curves and antibiotic effectiveness. Case Study 2: Hosts, parasites, and time travel. Chapter 1 Functions and Sequences. 1.1 Four Ways to Represent a Function. 1.2 A Catalog of Essential Functions. 1.3 New Functions from Old Functions. Project: The Biomechanics of Human Movement. 1.4 Exponential Functions. 1.5 Logarithms; Semi-log and Log-log Plots. Project: The Coding Function of DNA. 1.6 Sequences and Difference Equations. Project: Drug Resistance in Malaria. Review. Case Study 1a: Kill curves and antibiotic effectiveness. Chapter 2 Limits. 2.1 Limits of Sequences. Project: Modeling the Dynamics of Viral Infections. 2.2 Limits of Functions at Infinity. 2.3 Limits of Functions at Finite Numbers. 2.4 Limits: Algebraic Methods. 2.5 Continuity. Review. Case Study 2a: Hosts, parasites, and time travel. Chapter 3 Derivatives. 3.1 Derivatives and Rates of Change. 3.2 The Derivative as a Function. 3.3 Basic Differentiation Formulas. 3.4 The Product and Quotient Rules. 3.5 The Chain Rule. 3.6 Exponential Growth and Decay. Project: Controlling Red Blood Cell Loss During Surgery. 3.7 Derivatives of the Logarithmic and Inverse Tangent Functions. 3.8 Linear Approximations and Taylor Polynomials. Project: Harvesting Renewable Resources. Review. Case Study 1b: Kill curves and antibiotic effectiveness. Chapter 4 Applications of Derivatives. 4.1 Maximum and Minimum Values. Project: The Calculus of Rainbows. 4.2 How Derivatives Affect the Shape of a Graph. 4.3 L'Hopital's Rule: Comparing Rates of Growth. Project: Mutation-Selection Balance in Genetic Diseases. 4.4 Optimization. Project: Flapping and Gliding. Project: The Tragedy of the Commons: An Introduction to Game Theory. 4.5 Recursions: Equilibria and Stability. 4.6 Antiderivatives. Review. Chapter 5 Integrals. 5.1 Areas, Distances, and Pathogenesis. 5.2 The Definite Integral. 5.3 The Fundamental Theorem of Calculus. Project: The Outbreak Size of an Infectious Disease. 5.4 The Substitution Rule. 5.5 Integration by Parts. 5.6 Partial Fractions. 5.7 Integration Using Tables and Computer Algebra Systems. 5.8 Improper Integrals. Project: Drug Bioavailability. Review. Case Study 1c: Kill curves and antibiotic effectiveness. Chapter 6 Applications of Integrals. 6.1 Areas Between Curves. Project: Disease Progression and Immunity. Project: The Gini Index. 6.2 Average Values. 6.3 Further Applications to Biology. 6.4 Volumes. Review. Case Study 1d: Kill curves and antibiotic effectiveness. Case Study 2b: Hosts, parasites, and time travel. Chapter 7 Differential Equations. 7.1 Modeling with Differential Equations. Project: Chaotic Blowflies and the Dynamics of Populations. 7.2 Phase Plots, Equilibria, and Stability. Project: Catastrophic Population Collapse: An Introduction to Bifurcation Theory. 7.3 Direction Fields and Euler's Method. 7.4 Separable Equations. Project: Why Does Urea Concentration Rebound After Dialysis? 7.5 Systems of Differential Equations. Project: The Flight Path of Hunting Raptors. 7.6 Phase Plane Analysis. Project: Determining the Critical Vaccination Coverage. Review. Case Study 2c: Hosts, parasites, and time travel. Chapter 8 Vectors and Matrix Models. 8.1 Coordinate Systems. 8.2 Vectors. 8.3 The Dot Product. Project: Microarray Analysis of Genome Expression. Project: Vaccine Escape. 8.4 Matrix Algebra. 8.5 Matrices and the Dynamics of Vectors. 8.6 The Inverse and Determinant of a Matrix. Project: Cubic Splines. 8.7 Eigenvalues and Eigenvectors. 8.8 Iterated Linear Transformations. Project: The Emergence of Geometric Order in Proliferating Cells. Review. Chapter 9 Multivariable Calculus. 9.1 Functions of Several Variables. 9.2 Partial Derivatives. 9.3 Tangent Planes and Linear Approximations. 9.4 The Chain Rule. 9.5 Directional Derivatives and the Gradient Vector. 9.6 Maximum and Minimum Values. Review. Chapter 10 Systems of Linear Differential Equations. 10.1 Qualitative Analysis of Linear Systems
Les mer

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BIOCALCULUS: CALCULUS, PROBABILITY, AND STATISTICS FOR THE LIFE SCIENCES shows students how calculus relates to biology, with a style that maintains rigor without being overly formal. The text motivates and illustrates the topics of calculus with examples drawn from many areas of biology, including genetics, biomechanics, medicine, pharmacology, physiology, ecology, epidemiology, and evolution, to name a few. Particular attention has been paid to ensuring that all applications of the mathematics are genuine, and references to the primary biological literature for many of these has been provided so that students and instructors can explore the applications in greater depth. Although the focus is on the interface between mathematics and the life sciences, the logical structure of the book is motivated by the mathematical material. Students will come away with a sound knowledge of mathematics, an understanding of the importance of mathematical arguments, and a clear understanding of how these mathematical concepts and techniques are central in the life sciences.
Les mer
Shows students how calculus relates to biology, with a style that maintains rigor without being overly formal. This book includes topics on calculus with examples drawn from many areas of biology, including genetics, biomechanics, medicine, pharmacology, physiology, ecology, epidemiology, and evolution.
Les mer
PROLOGUE: MATHEMATICS AND BIOLOGY. CASE STUDIES. Case Study 1: Kill curves and antibiotic effectiveness. Case Study 2: Hosts, parasites, and time travel. Chapter 1 Functions and Sequences. 1.1 Four Ways to Represent a Function. 1.2 A Catalog of Essential Functions. 1.3 New Functions from Old Functions. Project: The Biomechanics of Human Movement. 1.4 Exponential Functions. 1.5 Logarithms; Semi-log and Log-log Plots. Project: The Coding Function of DNA. 1.6 Sequences and Difference Equations. Project: Drug Resistance in Malaria. Review. Case Study 1a: Kill curves and antibiotic effectiveness. Chapter 2 Limits. 2.1 Limits of Sequences. Project: Modeling the Dynamics of Viral Infections. 2.2 Limits of Functions at Infinity. 2.3 Limits of Functions at Finite Numbers. 2.4 Limits: Algebraic Methods. 2.5 Continuity. Review. Case Study 2a: Hosts, parasites, and time travel. Chapter 3 Derivatives. 3.1 Derivatives and Rates of Change. 3.2 The Derivative as a Function. 3.3 Basic Differentiation Formulas. 3.4 The Product and Quotient Rules. 3.5 The Chain Rule. 3.6 Exponential Growth and Decay. Project: Controlling Red Blood Cell Loss During Surgery. 3.7 Derivatives of the Logarithmic and Inverse Tangent Functions. 3.8 Linear Approximations and Taylor Polynomials. Project: Harvesting Renewable Resources. Review. Case Study 1b: Kill curves and antibiotic effectiveness. Chapter 4 Applications of Derivatives. 4.1 Maximum and Minimum Values. Project: The Calculus of Rainbows. 4.2 How Derivatives Affect the Shape of a Graph. 4.3 L'Hopital's Rule: Comparing Rates of Growth. Project: Mutation-Selection Balance in Genetic Diseases. 4.4 Optimization. Project: Flapping and Gliding. Project: The Tragedy of the Commons: An Introduction to Game Theory. 4.5 Recursions: Equilibria and Stability. 4.6 Antiderivatives. Review. Chapter 5 Integrals. 5.1 Areas, Distances, and Pathogenesis. 5.2 The Definite Integral. 5.3 The Fundamental Theorem of Calculus. Project: The Outbreak Size of an Infectious Disease. 5.4 The Substitution Rule. 5.5 Integration by Parts. 5.6 Partial Fractions. 5.7 Integration Using Tables and Computer Algebra Systems. 5.8 Improper Integrals. Project: Drug Bioavailability. Review. Case Study 1c: Kill curves and antibiotic effectiveness. Chapter 6 Applications of Integrals. 6.1 Areas Between Curves. Project: Disease Progression and Immunity. Project: The Gini Index. 6.2 Average Values. 6.3 Further Applications to Biology. 6.4 Volumes. Review. Case Study 1d: Kill curves and antibiotic effectiveness. Case Study 2b: Hosts, parasites, and time travel. Chapter 7 Differential Equations. 7.1 Modeling with Differential Equations. Project: Chaotic Blowflies and the Dynamics of Populations. 7.2 Phase Plots, Equilibria, and Stability. Project: Catastrophic Population Collapse: An Introduction to Bifurcation Theory. 7.3 Direction Fields and Euler's Method. 7.4 Separable Equations. Project: Why Does Urea Concentration Rebound After Dialysis? 7.5 Systems of Differential Equations. Project: The Flight Path of Hunting Raptors. 7.6 Phase Plane Analysis. Project: Determining the Critical Vaccination Coverage. Review. Case Study 2c: Hosts, parasites, and time travel. Chapter 8 Vectors and Matrix Models. 8.1 Coordinate Systems. 8.2 Vectors. 8.3 The Dot Product. Project: Microarray Analysis of Genome Expression. Project: Vaccine Escape. 8.4 Matrix Algebra. 8.5 Matrices and the Dynamics of Vectors. 8.6 The Inverse and Determinant of a Matrix. Project: Cubic Splines. 8.7 Eigenvalues and Eigenvectors. 8.8 Iterated Linear Transformations. Project: The Emergence of Geometric Order in Proliferating Cells. Review. Chapter 9 Multivariable Calculus. 9.1 Functions of Several Variables. 9.2 Partial Derivatives. 9.3 Tangent Planes and Linear Approximations. 9.4 The Chain Rule. 9.5 Directional Derivatives and the Gradient Vector. 9.6 Maximum and Minimum Values. Review. Chapter 10 Systems of Linear Differential Equations. 10.1 Qualitative Analysis of Linear Systems
Les mer

Produktdetaljer

ISBN
9781305114036
Publisert
2015-07-22
Utgiver
Vendor
Brooks/Cole
Vekt
2267 gr
Høyde
45 mm
Bredde
220 mm
Dybde
256 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
1032

Forfatter
Stewart, James

Om bidragsyterne

James Stewart received the M.S. degree from Stanford University and the Ph.D. from the University of Toronto. After two years as a postdoctoral fellow at the University of London, he became Professor of Mathematics at McMaster University. His research has been in harmonic analysis and functional analysis. Stewart’s books include a series of high school textbooks as well as a best-selling series of calculus textbooks published by Cengage Learning. He is also co-author, with Lothar Redlin and Saleem Watson, of a series of college algebra and precalculus textbooks. Translations of his books include those into Spanish, Portuguese, French, Italian, Korean, Chinese, Greek, Indonesian and Japanese. A talented violinist, Stewart was concertmaster of the McMaster Symphony Orchestra for many years and played professionally in the Hamilton Philharmonic Orchestra. He has given more than 20 talks worldwide on mathematics and music. Stewart was named a Fellow of the Fields Institute in 2002 and was awarded an honorary D.Sc. in 2003 by McMaster University. The library of the Fields Institute is named after him. The James Stewart Mathematics Centre was opened in October, 2003, at McMaster University.

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