TY - GEN AU - Li,Michael Y. TI - An Introduction to mathematical modeling of infectious diseases T2 - Mathematics of Planet Earth SN - 9783319891446 U1 - 616.015118 23 PY - 2018/// CY - Cham PB - Springer KW - Infectious Diseases KW - Mathematical Models N1 - Includes bibliographical references; Preface -- 1. Important Concepts in Mathematical Modeling of Infectious Diseases -- 2. Five Classic Epidemic Models and Their Analysis -- 3. Basic Mathematical Tools and Techniques -- 4. Parameter Estimation and Nonlinear Least-Squares Methods -- 5. Special Topics N2 - This text provides essential modeling skills and methodology for the study of infectious diseases through a one-semester modeling course or directed individual studies. The book includes mathematical descriptions of epidemiological concepts, and uses classic epidemic models to introduce different mathematical methods in model analysis. Matlab codes are also included for numerical implementations. It is primarily written for upper undergraduate and beginning graduate students in mathematical sciences who have an interest in mathematical modeling of infectious diseases. Although written in a rigorous mathematical manner, the style is not unfriendly to non-mathematicians ER -