Fitting Non-linear, Stochastic Models to Data in Biology and Medicine - Couverture souple

Wick, W. David

 
9781481079570: Fitting Non-linear, Stochastic Models to Data in Biology and Medicine

Synopsis

What are the goals of mathematical modeling in biology? What is the proper philosophy, and what is the best methodology, for my particular problem and data set? At the present time there is very little agreement about either philosophy or technique in this area. This book provides an original perspective on these perplexing problems. Included are a new method for fitting deterministic models with active noise (appearing here for the first time), and an old method adapted for use in otherwise intractable cases. The reader will learn about the history of modeling and the many controversies and disputes it has engendered over the last 80 years. Also included are examples of the methodology applied to historical data sets and simulations from ``chaotic" models.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l'auteur

The author is an ex-mathematical physicist who switched to mathematical biology 17 years ago and published many articles in the field of HIV immunology, most containing mathematical modeling of viral dynamics, evolution, and the immune response.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.