Essential Numerical Computer Methods
eBook - ePub

Essential Numerical Computer Methods

  1. 616 pages
  2. English
  3. ePUB (mobile friendly)
  4. 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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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

  1. Cover
  2. Title Page
  3. Copyright
  4. Table of Contents
  5. Contributors
  6. Preface
  7. Chapter 1: Use of Least-Squares Techniques in Biochemistry
  8. Chapter 2: Parameter Estimates from Nonlinear Models
  9. Chapter 3: Analysis of Residuals: Criteria for Determining Goodness-of-Fit
  10. Chapter 4: Monte Carlo Method for Determining Complete Confidence Probability Distributions of Estimated Model Parameters
  11. Chapter 5: Effects of Heteroscedasticity and Skewness on Prediction in Regression: Modeling Growth of the Human Heart
  12. Chapter 6: Singular Value Decomposition: Application to Analysis of Experimental Data
  13. Chapter 7: Irregularity and Asynchrony in Biologic Network Signals
  14. Chapter 8: Distinguishing Models of Growth with Approximate Entropy
  15. Chapter 9: Application of the Kalman Filter to Computational Problems in Statistics
  16. Chapter 10: Bayesian Hierarchical Models
  17. Chapter 11: Mixed-Model Regression Analysis and Dealing with Interindividual Differences
  18. Chapter 12: Distribution Functions from Moments and the Maximum-Entropy Method
  19. Chapter 13: The Mathematics of Biological Oscillators
  20. Chapter 14: Modeling of Oscillations in Endocrine Networks with Feedback
  21. Chapter 15: Boundary Analysis in Sedimentation Velocity Experiments
  22. Chapter 16: Statistical Error in Isothermal Titration Calorimetry
  23. Chapter 17: Physiological Modeling with Virtual Cell Framework
  24. Chapter 18: Fractal Applications in Biology: Scaling Time in Biochemical Networks
  25. Chapter 19: Analytical Methods for the Retrieval and Interpretation of Continuous Glucose Monitoring Data in Diabetes
  26. Chapter 20: Analyses for Physiological and Behavioral Rhythmicity
  27. Chapter 21: Evaluation and Comparison of Computational Models
  28. Chapter 22: Algebraic Models of Biochemical Networks
  29. Chapter 23: Monte Carlo Simulation in Establishing Analytical Quality Requirements for Clinical Laboratory Tests: Meeting Clinical Needs
  30. Chapter 24: Pancreatic Network Control of Glucagon Secretion and Counterregulation
  31. Index