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Mathematics, Probability & Statistics
Chance in Biology: Using Probability to Explore Nature by Mark Denny β€” book cover

Chance in Biology: Using Probability to Explore Nature

by Mark Denny, Steven Gaines, Steve Gaines
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Synopsis

"This is a thoroughly delightful and scholarly tour through the theory and application of probability and statistics in biology. The reader will learn much about the fundamentals of stochastic processes, as well as much about the biology itself. The best of mathematical biology."—Simon Levin, Princeton University

"Chaos need not imply anarchy—it's a law abiding state permitting proper predictions. But how to deal with it? Finally we have a guidebook to the rules of the random road, thanks to Denny and Gaines. Better still, it has biological breadth, with processes from cellular to oceanic scales coming in for analysis and providing material for examples. Even better, it's engagingly written, with grace, clarity, and wit."—Steve Vogel, Duke University

"This is a lively undergraduate text that explores the meaning of chance, develops the rules of probability, and explains how random processes affect biological materials and living things. Examples range from the survival of plankton to the size of waves, from the impact of thermal agitation on auditory perception to the likelihood of deafening sounds. Reasonable mathematical expectations, interesting problems, thoughtful solutions. Overall, a stimulating and enlightening work."—Howard C. Berg, author of Random Walks in Biology

Mark R. Patterson - American Scientist

A lively, well-written text. . . . A student who reads this book closely will come away with a much deeper appreciation for the universality of diffusion mechanics in science, the deep connections between the distributions central to inferential statistics, the importance of extreme events and how to deal with them analytically, and, most importantly, the power and limitations inherent in the underpinning of the inferential statistics that the student has learned elsewhere.

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Book Details

Published
September 1, 2002
Publisher
Princeton University Press
Format
Paperback
ISBN
9780691094946

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