Stumpf Michael (EN) — Handbook of Statistical Systems Biology

Тут можно читать онлайн книгу Stumpf Michael (EN) - Handbook of Statistical Systems Biology - бесплатно полную версию (целиком). Жанр книги: Иностранная литература. Вы можете прочесть полную версию (весь текст) онлайн без регистрации и смс на сайте Lib-King.Ru (Либ-Кинг) или прочитать краткое содержание, аннотацию (предисловие), описание и ознакомиться с отзывами (комментариями) о произведении.

Handbook of Statistical Systems Biology
Язык книги: Английский
Прочитал книгу? Поставь оценку!
0 0

Handbook of Statistical Systems Biology краткое содержание

Handbook of Statistical Systems Biology - описание и краткое содержание, автор Stumpf Michael (EN), читать бесплатно онлайн на сайте электронной библиотеки Lib-King.Ru.

Systems Biology is now entering a mature phase in which the key issues are characterising uncertainty and stochastic effects in mathematical models of biological systems. The area is moving towards a full statistical analysis and probabilistic reasoning over the inferences that can be made from mathematical models. This handbook presents a comprehensive guide to the discipline for practitioners and educators, in providing a full and detailed treatment of these important and emerging subjects. Leading experts in systems biology and statistics have come together to provide insight in to the major ideas in the field, and in particular methods of specifying and fitting models, and estimating the unknown parameters. This book: Provides a comprehensive account of inference techniques in systems biology. Introduces classical and Bayesian statistical methods for complex systems. Explores networks and graphical modeling as well as a wide range of statistical models for dynamical systems. Discusses various applications for statistical systems biology, such as gene regulation and signal transduction. Features statistical data analysis on numerous technologies, including metabolic and transcriptomic technologies. Presents an in-depth presentation of reverse engineering approaches. Provides colour illustrations to explain key concepts. This handbook will be a key resource for researchers practising systems biology, and those requiring a comprehensive overview of this important field.

Handbook of Statistical Systems Biology - читать онлайн бесплатно полную версию (весь текст целиком)

Handbook of Statistical Systems Biology - читать книгу онлайн бесплатно, автор Stumpf Michael (EN)

Поделиться книгой

Оставить отзыв