
- 616 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Essential Numerical Computer Methods
About this book
The use of computers and computational methods has become ubiquitous in biological and biomedical research. During the last 2 decades most basic algorithms have not changed, but what has is the huge increase in computer speed and ease of use, along with the corresponding orders of magnitude decrease in cost.
A general perception exists that the only applications of computers and computer methods in biological and biomedical research are either basic statistical analysis or the searching of DNA sequence data bases. While these are important applications they only scratch the surface of the current and potential applications of computers and computer methods in biomedical research. The various chapters within this volume include a wide variety of applications that extend far beyond this limited perception. As part of the Reliable Lab Solutions series, Essential Numerical Computer Methods brings together chapters from volumes 210, 240, 321, 383, 384, 454, and 467 of Methods in Enzymology. These chapters provide a general progression from basic numerical methods to more specific biochemical and biomedical applications.
- The various chapters within this volume include a wide variety of applications that extend far beyond this limited perception
- As part of the Reliable Lab Solutions series, Essential Numerical Computer Methods brings together chapters from volumes 210, 240, 321, 383, 384, 454, and 467 of Methods in Enzymology
- These chapters provide a general progression from basic numerical methods to more specific biochemical and biomedical applications
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Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Essential Numerical Computer Methods by Michael L. Johnson in PDF and/or ePUB format, as well as other popular books in Mathematics & Mathematical Analysis. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Cover
- Title Page
- Copyright
- Table of Contents
- Contributors
- Preface
- Chapter 1: Use of Least-Squares Techniques in Biochemistry
- Chapter 2: Parameter Estimates from Nonlinear Models
- Chapter 3: Analysis of Residuals: Criteria for Determining Goodness-of-Fit
- Chapter 4: Monte Carlo Method for Determining Complete Confidence Probability Distributions of Estimated Model Parameters
- Chapter 5: Effects of Heteroscedasticity and Skewness on Prediction in Regression: Modeling Growth of the Human Heart
- Chapter 6: Singular Value Decomposition: Application to Analysis of Experimental Data
- Chapter 7: Irregularity and Asynchrony in Biologic Network Signals
- Chapter 8: Distinguishing Models of Growth with Approximate Entropy
- Chapter 9: Application of the Kalman Filter to Computational Problems in Statistics
- Chapter 10: Bayesian Hierarchical Models
- Chapter 11: Mixed-Model Regression Analysis and Dealing with Interindividual Differences
- Chapter 12: Distribution Functions from Moments and the Maximum-Entropy Method
- Chapter 13: The Mathematics of Biological Oscillators
- Chapter 14: Modeling of Oscillations in Endocrine Networks with Feedback
- Chapter 15: Boundary Analysis in Sedimentation Velocity Experiments
- Chapter 16: Statistical Error in Isothermal Titration Calorimetry
- Chapter 17: Physiological Modeling with Virtual Cell Framework
- Chapter 18: Fractal Applications in Biology: Scaling Time in Biochemical Networks
- Chapter 19: Analytical Methods for the Retrieval and Interpretation of Continuous Glucose Monitoring Data in Diabetes
- Chapter 20: Analyses for Physiological and Behavioral Rhythmicity
- Chapter 21: Evaluation and Comparison of Computational Models
- Chapter 22: Algebraic Models of Biochemical Networks
- Chapter 23: Monte Carlo Simulation in Establishing Analytical Quality Requirements for Clinical Laboratory Tests: Meeting Clinical Needs
- Chapter 24: Pancreatic Network Control of Glucagon Secretion and Counterregulation
- Index