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Statistical And Evolutionary Analysis Of Biological Networks

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Author : Michael P. H. Stumpf
Category : Mathematics
Publisher : World Scientific
Published : 2010
ISBN : 9781848164345
Type : PDF & EPUB
Page : 179
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Reviews book: Networks provide a very useful way to describe a wide range of different data types in biology, physics and elsewhere. Apart from providing a convenient tool to visualize highly dependent data, networks allow stringent mathematical and statistical analysis. In recent years, much progress has been achieved to interpret various types of biological network data such as transcriptomic, metabolomic and protein interaction data as well as epidemiological data. Of particular interest is to understand the organization, complexity and dynamics of biological networks and how these are influenced by network evolution and functionality. This book reviews and explores statistical, mathematical and evolutionary theory and tools in the understanding of biological networks. The book is divided into comprehensive and self-contained chapters, each of which focuses on an important biological network type, explains concepts and theory and illustrates how these can be used to obtain insight into biologically relevant processes and questions. There are chapters covering metabolic, transcriptomic, protein interaction and epidemiological networks as well as chapters that deal with theoretical and conceptual material. The authors, who contribute to the book, are active, highly regarded and well-known in the network community. Sample Chapter(s). Chapter 1: A Network Analysis Primer (350 KB). Contents: A Network Analysis Primer (M P H Stumpf & C Wiuf); Evolutionary Analysis of Protein Interaction Networks (C Wiuf & O Ratmann); Motifs in Biological Networks (F Schreiber & H SchwAbbermeyer); Bayesian Analysis of Biological Networks: Clusters, Motifs, Cross-Species Correlations (J Berg & M Lnssig); Network Concepts and Epidemiological Models (R R Kao & I Z Kiss); Evolutionary Origin and Consequences of Design Properties of Metabolic Networks (T Pfeiffer & S Bonhoeffer); Protein Interactions from an Evolutionary Perspective (F Pazos & A Valencia); Statistical Null Models for Biological Network Analysis (W P Kelly et al.). Readership: Academics, researchers, postgraduates and advanced undergraduates in bioinformatics. Biologists, mathematicians/statisticians, physicists and computer scientists.


Bayesian Evolutionary Analysis With Beast

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Author : Alexei J. Drummond
Category : Science
Publisher : Cambridge University Press
Published : 2015-08-06
ISBN : 9781316298343
Type : PDF & EPUB
Page :
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Reviews book: What are the models used in phylogenetic analysis and what exactly is involved in Bayesian evolutionary analysis using Markov chain Monte Carlo (MCMC) methods? How can you choose and apply these models, which parameterisations and priors make sense, and how can you diagnose Bayesian MCMC when things go wrong? These are just a few of the questions answered in this comprehensive overview of Bayesian approaches to phylogenetics. This practical guide: • Addresses the theoretical aspects of the field • Advises on how to prepare and perform phylogenetic analysis • Helps with interpreting analyses and visualisation of phylogenies • Describes the software architecture • Helps developing BEAST 2.2 extensions to allow these models to be extended further. With an accompanying website providing example files and tutorials (http://beast2.org/), this one-stop reference to applying the latest phylogenetic models in BEAST 2 will provide essential guidance for all users – from those using phylogenetic tools, to computational biologists and Bayesian statisticians.


Computational And Evolutionary Analysis Of Hiv Molecular Sequences

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Author : Allen G. Rodrigo
Category : Computers
Publisher : Springer Science & Business Media
Published : 2001
ISBN : 9780792379942
Type : PDF & EPUB
Page : 303
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Reviews book: HIV research is unusual in that it brings together scientists from a wide range of disciplines; clinicians: pathologists, immunologists, epidemiologists, virologists, computational biologists, structural biologists, evolutionary biologists, statisticians and mathematicians. The book seeks to bridge the gap between these groups, in both subject matter and terminology."--BOOK JACKET.


Computational Predictions Dynamic Tracking And Evolutionary Analysis Of Antibiotic Resistance Through The Mining Of Microbial Genomes And Metagenomic Data

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Author : Qi Zhao
Category : Science
Publisher : Frontiers Media SA
Published : 2022-04-27
ISBN : 9782889760138
Type : PDF & EPUB
Page : 138
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Evolutionary Analysis

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Author : Jon C. Herron
Category : Science
Publisher : Pearson
Published : 1998
ISBN : 0135680239
Type : PDF & EPUB
Page : 786
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Reviews book: By presenting evolutionary biology as an ongoing research effort, this best-seller aims to help readers think like scientists. The authors convey the excitement and logic of evolutionary science by introducing principles through recent and classical studies, and by emphasizing real-world applications. Features a new chapter on Phylogenomics and the Molecular Basis of Adaptation (Ch. 15). Offers an earlier presentation of Reconstructing Evolutionary Trees, reflecting the growing importance of this topic in the field. Includes the latest research and examples, giving students access to the most current developments in the field. Includes full-color photographs, diagrams and data-graphics throughout, developed by the author.


The New Evolutionary Sociology

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Author : Jonathan H. Turner
Category : Social Science
Publisher : Routledge
Published : 2018-03-09
ISBN : 9781351173865
Type : PDF & EPUB
Page : 470
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Reviews book: For decades, evolutionary analysis was overlooked or altogether ignored by sociologists. Fears and biases persisted nearly a century after Auguste Comte gave the discipline its name, as did concerns that its effect would only reduce sociology to another discipline – whether biology, psychology, or economics. Worse, apprehension that the application of evolutionary theory would encourage heightened perceptions of racism, sexism, ethnocentrism and reductionism pervaded. Turner and Machalek argue instead for a new embrace of biology and evolutionary analysis. Sociology, from its very beginnings in the early 19th century, has always been concerned with the study of evolution, particularly the transformation of societies from simple to ever-more complex forms. By comprehensively reviewing the original ways that sociologists applied evolutionary theory and examining the recent renewal and expansion of these early approaches, the authors confront the challenges posed by biology, neuroscience, and psychology to distinct evolutionary approaches within sociology. They emerge with key theoretical and methodological discoveries that demonstrate the critical – and compelling – case for a dramatically enriched sociology that incorporates all forms of comparative evolutionary analysis to its canon and study of sociocultural phenomena.


Genome Evolution

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Author : Axel Meyer
Category : Medical
Publisher : Springer Science & Business Media
Published : 2003-04-30
ISBN : 1402010214
Type : PDF & EPUB
Page : 266
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Evolutionary Forensic Psychology

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Author : Joshua Duntley
Category : Psychology
Publisher : Oxford University Press
Published : 2008-08-20
ISBN : 019971715X
Type : PDF & EPUB
Page : 328
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Reviews book: The field of forensic psychology explores the intersection of psychology and the law. The purpose of this book is to examine topics in the field using the powerful, multidisciplinary, conceptually integrated approach that the natural sciences have embraced for decades with great success. Darwin's theory of evolution by natural selection is the meta-theoretical framework that unifies the field of biology. It unites research and understanding of the development, control, and organization of behavior. The study of humans, which includes all of the social sciences, is part of the field of biology. Darwin's theory provides a powerful meta-theoretical framework that can unify and energize forensic psychology, just as it has the biological sciences. Evolutionary processes undoubtedly shaped physiological characteristics to help solve problems of survival and reproduction. The lungs, for example, with their vast surface area and moist membranes are marvelous adaptions for extracting oxygen and releasing carbon dioxide. Natural selection is the only known process capable of shaping complex functional mechanisms. Just as it shaped physiological adaptations with specific problem-solving functions, it also shaped our thoughts and emotions to guide behaviors toward solving recurrent problems of survival and reproduction. With this logic, we can use knowledge of ancestral problems to guide our understanding of how the mind works. Evolutionary Forensic Psychology is a necessary step toward a unified and complete understanding of psychology and the law. It recognizes that crimes such as murder, non-lethal violence, rape, and theft are manifestations of evolutionarily recurrent selection when they gave individuals an advantage in competition for resources. Each of the chapters that comprise this volume has been selected to provide the first unified examination of important research contributions and future directions of Evolutionary Forensic Psychology.


Sex Power Conflict Evolutionary And Feminist Perspectives

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Author : Ann Arbor David M. Buss Professor of Psychology University of Michigan
Category : Family & Relationships
Publisher : Oxford University Press, USA
Published : 1996-03-21
ISBN : 9780195355994
Type : PDF & EPUB
Page : 350
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Reviews book: Sexual harassment in the workplace, date rape, and domestic violence dominate the headlines and have recently sparked scholarly debates about the nature of the sexes. Concurrently, the scientific community is conducting research in topics of sex and gender issues. Indeed, more research is being done on the topics of sexual conflict and coercion than at any other time in the history of the social sciences. Despite this attention, it is clear that these issues are being addressed from two essentially different perspectives: one is labeled "feminist", while the other, viewed as antithetical to the feminist movement, is called "evolutionary psychology", which emphasizes the history of reproductive strategies in understanding conflict between the sexes. This book brings together leading experts from both sides of the debate in order to discover how each could offer insights lacking in the other. The editors' overall goal is to show how the feminist and evolutionary approaches are complementary despite their evident differences, then provide an integration and synthesis. In fact, several of the contributors to this unique volume consider themselves advocates of both approaches. As a stimulating presentation of the dynamics of sex, power, and conflict--and a pioneering rapprochement of the diverse tendencies within the scientific community-- this book will attract a wide audience in both psychology and women's studies fields.


Evolutionary Analysis

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Author : Scott Freeman
Category : Science
Publisher : Prentice Hall
Published : 2007
ISBN : 0132275848
Type : PDF & EPUB
Page : 834
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Reviews book: By presenting evolutionary biology as an ongoing research effort, this best-seller aims to help readers think like scientists. The authors convey the excitement and logic of evolutionary science by introducing principles through recent and classical studies, and by emphasizing real-world applications. Features a new chapter on Phylogenomics and the Molecular Basis of Adaptation (Ch. 15). Offers an earlier presentation of Reconstructing Evolutionary Trees, reflecting the growing importance of this topic in the field. Includes the latest research and examples, giving students access to the most current developments in the field. Includes full-color photographs, diagrams and data-graphics throughout, developed by the author. Undergraduate courses in evolution