A Pocket Guide to Writing in History by Mary Lynn Rampolla

A Pocket Guide to Writing in History by Mary Lynn Rampolla

Tools and techniques for biological inference problems at scales ranging from genome-wide to pathway-specific.

Computational systems biology unifies the mechanistic approach of systems biology with the data-driven approach of computational biology. Computational systems biology aims to develop algorithms that uncover the structure and parameterization of the underlying mechanistic model--in other words, to answer specific questions about the underlying mechanisms of a biological system--in a process that can be thought of as learning or inference. This volume offers state-of-the-art perspectives from computational biology, statistics, modeling, and machine learning on new methodologies for learning and inference in biological networks.The chapters offer practical approaches to biological inference problems ranging from genome-wide inference of genetic regulation to pathway-specific studies. Both deterministic models (based on ordinary differential equations) and stochastic models (which anticipate the increasing availability of data from small populations of cells) are considered. Several chapters emphasize Bayesian inference, so the editors have included an introduction to the philosophy of the Bayesian approach and an overview of current work on Bayesian inference. Taken together, the methods discussed by the experts in Learning and Inference in Computational Systems Biology provide a foundation upon which the next decade of research in systems biology can be built. Florence d'Alch e-Buc, John Angus, Matthew J. Beal, Nicholas Brunel, Ben Calderhead, Pei Gao, Mark Girolami, Andrew Golightly, Dirk Husmeier, Johannes Jaeger, Neil D. Lawrence, Juan Li, Kuang Lin, Pedro Mendes, Nicholas A. M. Monk, Eric Mjolsness, Manfred Opper, Claudia Rangel, Magnus Rattray, Andreas Ruttor, Guido Sanguinetti, Michalis Titsias, Vladislav Vyshemirsky, David L. Wild, Darren Wilkinson, Guy Yosiphon

MARY LYNN RAMPOLLA (Ph.D., University of Toronto) is associate professor of history at Trinity Washington University in Washington, D.C. Her scholarly work focuses on medieval and early modern Europe, and her publications include articles in Medieval and Renaissance Texts and Studies and entries in the Dictionary of the Middle Ages. She is active in the fields of history and composition.

SKU	Unavailable
ISBN 13	9780312610418
ISBN 10	0312610416
Title	A Pocket Guide to Writing in History
Author	Mary Lynn Rampolla
Condition	Unavailable
Binding Type	Paperback
Publisher	Bedford Books
Year published	2012-01-20
Number of pages	160
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.