The Quantitative Method In Biology

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Quantitative Biology

Author : Brian Munsky
Publisher : MIT Press
ISBN 13 : 0262038080
Total Pages : 729 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Quantitative Biology by : Brian Munsky

Download or read book Quantitative Biology written by Brian Munsky and published by MIT Press. This book was released on 2018-08-21 with total page 729 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the quantitative modeling of biological processes, presenting modeling approaches, methodology, practical algorithms, software tools, and examples of current research. The quantitative modeling of biological processes promises to expand biological research from a science of observation and discovery to one of rigorous prediction and quantitative analysis. The rapidly growing field of quantitative biology seeks to use biology's emerging technological and computational capabilities to model biological processes. This textbook offers an introduction to the theory, methods, and tools of quantitative biology. The book first introduces the foundations of biological modeling, focusing on some of the most widely used formalisms. It then presents essential methodology for model-guided analyses of biological data, covering such methods as network reconstruction, uncertainty quantification, and experimental design; practical algorithms and software packages for modeling biological systems; and specific examples of current quantitative biology research and related specialized methods. Most chapters offer problems, progressing from simple to complex, that test the reader's mastery of such key techniques as deterministic and stochastic simulations and data analysis. Many chapters include snippets of code that can be used to recreate analyses and generate figures related to the text. Examples are presented in the three popular computing languages: Matlab, R, and Python. A variety of online resources supplement the the text. The editors are long-time organizers of the Annual q-bio Summer School, which was founded in 2007. Through the school, the editors have helped to train more than 400 visiting students in Los Alamos, NM, Santa Fe, NM, San Diego, CA, Albuquerque, NM, and Fort Collins, CO. This book is inspired by the school's curricula, and most of the contributors have participated in the school as students, lecturers, or both. Contributors John H. Abel, Roberto Bertolusso, Daniela Besozzi, Michael L. Blinov, Clive G. Bowsher, Fiona A. Chandra, Paolo Cazzaniga, Bryan C. Daniels, Bernie J. Daigle, Jr., Maciej Dobrzynski, Jonathan P. Doye, Brian Drawert, Sean Fancer, Gareth W. Fearnley, Dirk Fey, Zachary Fox, Ramon Grima, Andreas Hellander, Stefan Hellander, David Hofmann, Damian Hernandez, William S. Hlavacek, Jianjun Huang, Tomasz Jetka, Dongya Jia, Mohit Kumar Jolly, Boris N. Kholodenko, Markek Kimmel, Michał Komorowski, Ganhui Lan, Heeseob Lee, Herbert Levine, Leslie M Loew, Jason G. Lomnitz, Ard A. Louis, Grant Lythe, Carmen Molina-París, Ion I. Moraru, Andrew Mugler, Brian Munsky, Joe Natale, Ilya Nemenman, Karol Nienałtowski, Marco S. Nobile, Maria Nowicka, Sarah Olson, Alan S. Perelson, Linda R. Petzold, Sreenivasan Ponnambalam, Arya Pourzanjani, Ruy M. Ribeiro, William Raymond, William Raymond, Herbert M. Sauro, Michael A. Savageau, Abhyudai Singh, James C. Schaff, Boris M. Slepchenko, Thomas R. Sokolowski, Petr Šulc, Andrea Tangherloni, Pieter Rein ten Wolde, Philipp Thomas, Karen Tkach Tuzman, Lev S. Tsimring, Dan Vasilescu, Margaritis Voliotis, Lisa Weber

The Quantitative Method in Biology

Author : Julius MacLeod
Publisher :
ISBN 13 :
Total Pages : 248 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The Quantitative Method in Biology by : Julius MacLeod

Download or read book The Quantitative Method in Biology written by Julius MacLeod and published by . This book was released on 1919 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Quantitative Methods in Biological and Medical Sciences

Author : H.O. Lancaster
Publisher : Springer Science & Business Media
ISBN 13 : 1461226589
Total Pages : 310 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Quantitative Methods in Biological and Medical Sciences by : H.O. Lancaster

Download or read book Quantitative Methods in Biological and Medical Sciences written by H.O. Lancaster and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: My original intention was to write a history of medical statistics, used in its prewar sense, expanding the writings on the subject by Major Greenwood, from which I formed many of my ideas in the early days immediately after the Second World War. In later years, I decided that the scope of his works was narrower than what I think is appropriate now, for he was writing in an era before the acceptance and use of the Fisherian methods and he was probably not aware of the mathematization of many parts of biological theory. Further, the boundary between the medical and biological sciences has largely disappeared. Many texts have now been written on branches of the theory and practice inspired by R. A. Fisher (see §4. 13). I discuss the history of the use of quantitative methods in the biological sciences, defined after the style of Peller (1967) as that branch of science that uses a quantitative approach to, or quantitative logical reasoning on, or biology. The mathematical tech any issue having to do with medicine niques are various and not classified here. Within the book I use "biological sciences" to include medicine but use the longer phrase in its title to avoid misunderstandings as to content. Moreover, most of the experimental work carried out in medical research laboratories is performed on animals other than man.

Quantitative Methods for Conservation Biology

Author : Scott Ferson
Publisher : Springer Science & Business Media
ISBN 13 : 0387954864
Total Pages : 334 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis Quantitative Methods for Conservation Biology by : Scott Ferson

Download or read book Quantitative Methods for Conservation Biology written by Scott Ferson and published by Springer Science & Business Media. This book was released on 2002-06-13 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reviews the quantitative tools used in the study of subjects such as biodiversity, resource management and endangered species preservation. Topics covered include population viability analysis, population dynamics, metapopulation models, estimating timing of extinctions, quasi-extinction and more.

The Quantitative Method in Biology

Author : Julius MacLeod
Publisher : Palala Press
ISBN 13 : 9781359725882
Total Pages : pages
Book Rating : 4.7/5 (258 download)

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Book Synopsis The Quantitative Method in Biology by : Julius MacLeod

Download or read book The Quantitative Method in Biology written by Julius MacLeod and published by Palala Press. This book was released on 2016-05-25 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

The Quantitative Method in Biology

Author : Jules MacLeod
Publisher : Palala Press
ISBN 13 : 9781356353927
Total Pages : 244 pages
Book Rating : 4.3/5 (539 download)

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Book Synopsis The Quantitative Method in Biology by : Jules MacLeod

Download or read book The Quantitative Method in Biology written by Jules MacLeod and published by Palala Press. This book was released on 2016-05-11 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work.This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

QUANTITATIVE METHOD IN BIOLOGY

Author : Jules 1857-1919 MacLeod
Publisher : Wentworth Press
ISBN 13 : 9781371744663
Total Pages : 244 pages
Book Rating : 4.7/5 (446 download)

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Book Synopsis QUANTITATIVE METHOD IN BIOLOGY by : Jules 1857-1919 MacLeod

Download or read book QUANTITATIVE METHOD IN BIOLOGY written by Jules 1857-1919 MacLeod and published by Wentworth Press. This book was released on 2016-08-27 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Quantitative Research in Human Biology and Medicine

Author : Sigismund Peller
Publisher : Butterworth-Heinemann
ISBN 13 : 1483281086
Total Pages : 436 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Quantitative Research in Human Biology and Medicine by : Sigismund Peller

Download or read book Quantitative Research in Human Biology and Medicine written by Sigismund Peller and published by Butterworth-Heinemann. This book was released on 2013-10-22 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative Research in Human Biology and Medicine reflects the author's past activities and experiences in the field of medical statistics. The book presents statistical material from a variety of medical fields. The text contains chapters that deal with different aspects of vital statistics. It provides statistical surveys of perinatal mortality rate; epidemiology of various diseases, like cancer, tuberculosis, malaria, diphtheria, and scarlatina; and discussions of various aspects of human biology such as growth and development, genetics, and nutrition. The inheritance of mental qualities; the law governing multiple births; and historical demography are covered as well. Medical statisticians and physicians will find the book interesting.

The Quantitative Method in Biology

Author : Julius MacLeod
Publisher : Palala Press
ISBN 13 : 9781341054884
Total Pages : 246 pages
Book Rating : 4.0/5 (548 download)

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Book Synopsis The Quantitative Method in Biology by : Julius MacLeod

Download or read book The Quantitative Method in Biology written by Julius MacLeod and published by Palala Press. This book was released on 2015-09-01 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work was reproduced from the original artifact, and remains as true to the original work as possible. Therefore, you will see the original copyright references, library stamps (as most of these works have been housed in our most important libraries around the world), and other notations in the work. This work is in the public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work.As a reproduction of a historical artifact, this work may contain missing or blurred pages, poor pictures, errant marks, etc. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.

Quantitative Biology

Author : Michael E. Wall
Publisher : CRC Press
ISBN 13 : 1439827222
Total Pages : 406 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Quantitative Biology by : Michael E. Wall

Download or read book Quantitative Biology written by Michael E. Wall and published by CRC Press. This book was released on 2012-08-25 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative methods are revolutionizing modern molecular and cellular biology. Groundbreaking technical advances are fueling the rapid expansion in our ability to observe, as seen in multidisciplinary studies that integrate theory, computation, experimental assays, and the control of microenvironments. Integrating new experimental and theoretical methods, Quantitative Biology: From Molecular to Cellular Systems gives both new and established researchers a solid foundation for starting work in this field. The book is organized into three sections: Fundamental Concepts covers bold ideas that inspire novel approaches in modern quantitative biology. It offers perspectives on evolutionary dynamics, system design principles, chance and memory, and information processing in biology. Methods describes recently developed or improved techniques that are transforming biological research. It covers experimental methods for studying single-molecule biochemistry, small-angle scattering from biomolecules, subcellular localization of proteins, and single-cell behavior. It also describes theoretical methods for synthetic biology and modeling random variations among cells. Molecular and Cellular Systems focuses on specific biological systems where modern quantitative biology methods are making an impact. It incorporates case studies of biological systems for which new concepts or methods are increasing our understanding. Examples include protein kinase at the molecular level, the genetic switch of phage lambda at the regulatory system level, and Escherichia coli chemotaxis at the cellular level. In short, Quantitative Biology presents practical tools for the observation, modeling, design, and manipulation of biological systems from the molecular to the cellular levels.

The Quantitative method in biology

Author : Jules MacLeod
Publisher :
ISBN 13 :
Total Pages : 286 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis The Quantitative method in biology by : Jules MacLeod

Download or read book The Quantitative method in biology written by Jules MacLeod and published by . This book was released on 1919 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Quantitative Imaging in Cell Biology

Author :
Publisher : Academic Press
ISBN 13 : 0124202012
Total Pages : 588 pages
Book Rating : 4.1/5 (242 download)

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Book Synopsis Quantitative Imaging in Cell Biology by :

Download or read book Quantitative Imaging in Cell Biology written by and published by Academic Press. This book was released on 2014-06-25 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new volume, number 123, of Methods in Cell Biology looks at methods for quantitative imaging in cell biology. It covers both theoretical and practical aspects of using optical fluorescence microscopy and image analysis techniques for quantitative applications. The introductory chapters cover fundamental concepts and techniques important for obtaining accurate and precise quantitative data from imaging systems. These chapters address how choice of microscope, fluorophores, and digital detector impact the quality of quantitative data, and include step-by-step protocols for capturing and analyzing quantitative images. Common quantitative applications, including co-localization, ratiometric imaging, and counting molecules, are covered in detail. Practical chapters cover topics critical to getting the most out of your imaging system, from microscope maintenance to creating standardized samples for measuring resolution. Later chapters cover recent advances in quantitative imaging techniques, including super-resolution and light sheet microscopy. With cutting-edge material, this comprehensive collection is intended to guide researchers for years to come. Covers sections on model systems and functional studies, imaging-based approaches and emerging studies Chapters are written by experts in the field Cutting-edge material

The Theoretical Biologist's Toolbox

Author : Marc Mangel
Publisher : Cambridge University Press
ISBN 13 : 1139455869
Total Pages : 323 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis The Theoretical Biologist's Toolbox by : Marc Mangel

Download or read book The Theoretical Biologist's Toolbox written by Marc Mangel and published by Cambridge University Press. This book was released on 2006-07-27 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical modelling is widely used in ecology and evolutionary biology and it is a topic that many biologists find difficult to grasp. In this new textbook Marc Mangel provides a no-nonsense introduction to the skills needed to understand the principles of theoretical and mathematical biology. Fundamental theories and applications are introduced using numerous examples from current biological research, complete with illustrations to highlight key points. Exercises are also included throughout the text to show how theory can be applied and to test knowledge gained so far. Suitable for advanced undergraduate courses in theoretical and mathematical biology, this book forms an essential resource for anyone wanting to gain an understanding of theoretical ecology and evolution.

Handbook of Quantitative Ecology

Author : Justin Kitzes
Publisher : University of Chicago Press
ISBN 13 : 0226818330
Total Pages : 174 pages
Book Rating : 4.2/5 (268 download)

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Book Synopsis Handbook of Quantitative Ecology by : Justin Kitzes

Download or read book Handbook of Quantitative Ecology written by Justin Kitzes and published by University of Chicago Press. This book was released on 2022-08-16 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide to quantitative research methods in ecology and conservation biology, accessible for even the most math-averse student or professional. Quantitative research techniques have become increasingly important in ecology and conservation biology, but the sheer breadth of methods that must be understood—from population modeling and probabilistic thinking to modern statistics, simulation, and data science—and a lack of computational or mathematics training have hindered quantitative literacy in these fields. In this book, ecologist Justin Kitzes addresses those challenges for students and practicing scientists alike. Requiring only basic algebra and the ability to use a spreadsheet, Handbook of Quantitative Ecology is designed to provide a practical, intuitive, and integrated introduction to widely used quantitative methods. Kitzes builds each chapter around a specific ecological problem and arrives, step by step, at a general principle through the process of solving that problem. Grouped into five broad categories—difference equations, probability, matrix models, likelihood statistics, and other numerical methods—the book introduces basic concepts, starting with exponential and logistic growth, and helps readers to understand the field’s more advanced subjects, such as bootstrapping, stochastic optimization, and cellular automata. Complete with online solutions to all numerical problems, Kitzes’s Handbook of Quantitative Ecology is an ideal coursebook for both undergraduate and graduate students of ecology, as well as a useful and necessary resource for mathematically out-of-practice scientists.

Quantitative Methods in The Study of Animal behavior

Author : Brian Hazlett
Publisher : Elsevier
ISBN 13 : 0323159648
Total Pages : 232 pages
Book Rating : 4.3/5 (231 download)

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Book Synopsis Quantitative Methods in The Study of Animal behavior by : Brian Hazlett

Download or read book Quantitative Methods in The Study of Animal behavior written by Brian Hazlett and published by Elsevier. This book was released on 2012-12-02 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative Methods in the Study of Animal Behavior covers a symposium on quantitative methods in behavior. In this book, mathematics is used in two ways – statistical approaches (techniques that describe the main patterns and variability of behavior patterns) and model building. Composed of six chapters, the book opens with a discussion on the three areas of classical ethology – social dominance, behavioral taxonomy, and behavioral variability. The following chapter focuses on the information theory as an ethological tool. In Chapter 3, application of multivariate analyses to diverse ethological data is discussed. The next part of the book discusses more in detail the animal behavioral patterns, relationships, and sequences. The book is a good reference for various fields such as biological science, marine science, and zoology. Students, teachers, scientists, and researchers interested in the aspects of statistics and patterns in animal behavior can make use of this book as a valuable resource.

Quantitative Methods in Proteomics

Author : Katrin Marcus
Publisher : Humana Press
ISBN 13 : 9781617798849
Total Pages : 539 pages
Book Rating : 4.7/5 (988 download)

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Book Synopsis Quantitative Methods in Proteomics by : Katrin Marcus

Download or read book Quantitative Methods in Proteomics written by Katrin Marcus and published by Humana Press. This book was released on 2012-06-08 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: Protein modifications and changes made to them, as well as the quantities of expressed proteins, can define the various functional stages of the cell. Accordingly, perturbations can lead to various diseases and disorders. As a result, it has become paramount to be able to detect and monitor post-translational modifications and to measure the abundance of proteins within the cell with extreme sensitivity. While protein identification is an almost routine requirement nowadays, reliable techniques for quantifying unmodified proteins (including those that escape detection under standard conditions, such as protein isoforms and membrane proteins) is not routine. Quantitative Methods in Proteomics gives a detailed survey of topics and methods on the principles underlying modern protein analysis, from statistical issues when planning proteomics experiments, to gel-based and mass spectrometry-based applications. The quantification of post-translational modifications is also addressed, followed by the “hot” topics of software and data analysis, as well as various overview chapters which provide a comprehensive overview of existing methods in quantitative proteomics. Written in the successful Methods in Molecular BiologyTM series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible protocols, and notes on troubleshooting and avoiding known pitfalls. Authoritative and easily accessible, Quantitative Methods in Proteomics serves as a comprehensive and competent overview of the important and still growing field of quantitative proteomics.

Introduction to Quantitative Cell Biology

Author : Wallace F. Marshall
Publisher : Biota Publishing
ISBN 13 : 1615046690
Total Pages : 60 pages
Book Rating : 4.6/5 (15 download)

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Book Synopsis Introduction to Quantitative Cell Biology by : Wallace F. Marshall

Download or read book Introduction to Quantitative Cell Biology written by Wallace F. Marshall and published by Biota Publishing. This book was released on 2017-07-20 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the past decade or more, much of cell biology research has been focused on determining the key molecules involved in different cellular processes, an analytical problem that has been amenable to biochemical and genetic approaches. Now, we face an integrative problem of understanding how all of these molecules work together to produce living cells, a challenge that requires using quantitative approaches to model the complex interactions within a cell, and testing those models with careful quantitative measurements. This book is an introductory overview of the various approaches, methods, techniques, and models employed in quantitative cell biology, which are reviewed in greater detail in the other volumes in this e-book series. Particular emphasis is placed on the goals and purpose of quantitative analysis and modeling, and the special challenges that cell biology holds for understanding life at the physical level.