forward time population genetics simulations methods implementation and applications

Download Book Forward Time Population Genetics Simulations Methods Implementation And Applications in PDF format. You can Read Online Forward Time Population Genetics Simulations Methods Implementation And Applications here in PDF, EPUB, Mobi or Docx formats.

Forward Time Population Genetics Simulations

Author : Bo Peng
ISBN : 9781118180341
Genre : Science
File Size : 66. 27 MB
Format : PDF, Mobi
Download : 660
Read : 378

Get This Book


The only book available in the area of forward-time population genetics simulations—applicable to both biomedical and evolutionary studies The rapid increase of the power of personal computers has led to the use of serious forward-time simulation programs in genetic studies. Forward-Time Population Genetics Simulations presents both new and commonly used methods, and introduces simuPOP, a powerful and flexible new program that can be used to simulate arbitrary evolutionary processes with unique features like customized chromosome types, arbitrary nonrandom mating schemes, virtual subpopulations, information fields, and Python operators. The book begins with an overview of important concepts and models, then goes on to show how simuPOP can simulate a number of standard population genetics models—with the goal of demonstrating the impact of genetic factors such as mutation, selection, and recombination on standard Wright-Fisher models. The rest of the book is devoted to applications of forward-time simulations in various research topics. Forward-Time Population Genetics Simulations includes: An overview of currently available forward-time simulation methods, their advantages, and shortcomings An overview and evaluation of currently available software A simuPOP tutorial Applications in population genetics Applications in genetic epidemiology, statistical genetics, and mapping complex human diseases The only book of its kind in the field today, Forward-Time Population Genetics Simulations will appeal to researchers and students of population and statistical genetics.

Foundations Of Risk Analysis

Author : Terje Aven
ISBN : 9781119945789
Genre : Mathematics
File Size : 55. 21 MB
Format : PDF, ePub
Download : 354
Read : 565

Get This Book


Foundations of Risk Analysis presents the issues core to risk analysis – understanding what risk means, expressing risk, building risk models, addressing uncertainty, and applying probability models to real problems. The author provides the readers with the knowledge and basic thinking they require to successfully manage risk and uncertainty to support decision making. This updated edition reflects recent developments on risk and uncertainty concepts, representations and treatment. New material in Foundations of Risk Analysis includes: An up to date presentation of how to understand, define and describe risk based on research carried out in recent years. A new definition of the concept of vulnerability consistent with the understanding of risk. Reflections on the need for seeing beyond probabilities to measure/describe uncertainties. A presentation and discussion of a method for assessing the importance of assumptions (uncertainty factors) in the background knowledge that the subjective probabilities are based on A brief introduction to approaches that produce interval (imprecise) probabilities instead of exact probabilities. In addition the new version provides a number of other improvements, for example, concerning the use of cost-benefit analyses and the As Low As Reasonably Practicable (ALARP) principle. Foundations of Risk Analysis provides a framework for understanding, conducting and using risk analysis suitable for advanced undergraduates, graduates, analysts and researchers from statistics, engineering, finance, medicine and the physical sciences, as well as for managers facing decision making problems involving risk and uncertainty.

Forest Pathology And Plant Health

Author : Matteo Garbelotto
ISBN : 9783038426714
Genre : Science
File Size : 55. 46 MB
Format : PDF, ePub, Mobi
Download : 882
Read : 555

Get This Book


This book is a printed edition of the Special Issue "Forest Pathology and Plant Health" that was published in Forests

Landscape Genetics

Author : Niko Balkenhol
ISBN : 9781118525241
Genre : Science
File Size : 56. 21 MB
Format : PDF, Mobi
Download : 195
Read : 1208

Get This Book


Despite the substantial interest in landscape genetics from the scientific community, learning about the concepts and methods underlying the field remains very challenging. The reason for this is the highly interdisciplinary nature of the field, which combines population genetics, landscape ecology, and spatial statistics. These fields have traditionally been treated separately in classes and textbooks, and very few scientists have received the interdisciplinary training necessary to efficiently teach or apply the diversity of techniques encompassed by landscape genetics. To address the current knowledge gap, this book provides the first in depth treatment of landscape genetics in a single volume. Specifically, this book delivers fundamental concepts and methods underlying the field, covering particularly important analytical methods in detail, and presenting empirical and theoretical applications of landscape genetics for a variety of environments and species. Consistent with the interdisciplinary nature of landscape genetics, the book combines an introductory, textbook like section with additional sections on advanced topics and applications that are more typical of edited volumes. The chapter topics and the expertise of the authors and the editorial team make the book a standard reference for anyone interested in landscape genetics. The book includes contributions from many of the leading researchers in landscape genetics. The group of scientists we have assembled has worked on several collaborative projects over the last years, including a large number of peer reviewed papers, several landscape genetics workshops at international conferences, and a distributed graduate seminar on landscape genetics. Based on the experiences gained during these collaborative teaching and research activities, the book includes chapters that synthesize fundamental concepts and methods underlying landscape genetics (Part 1), chapters on advanced topics that deserve a more in depth treatment (Part 2), and chapters illustrating the use of concepts and methods in empirical applications (Part 3). This structure ensures a high usefulness of the book for beginning landscape geneticists and experienced researchers alike, so that it has a broad target audience. At least one of the four co editors is involved in almost every chapter of the book, thereby ensuring a high consistency and coherency among chapters.

Data Mining

Author : Ian H. Witten
ISBN : 3446215336
Genre :
File Size : 22. 65 MB
Format : PDF, ePub, Docs
Download : 500
Read : 1240

Get This Book



Datenanalyse Mit Python

Author : Wes McKinney
ISBN : 9783960102144
Genre : Computers
File Size : 31. 7 MB
Format : PDF, Mobi
Download : 699
Read : 480

Get This Book


Erfahren Sie alles über das Manipulieren, Bereinigen, Verarbeiten und Aufbereiten von Datensätzen mit Python: Aktualisiert auf Python 3.6, zeigt Ihnen dieses konsequent praxisbezogene Buch anhand konkreter Fallbeispiele, wie Sie eine Vielzahl von typischen Datenanalyse-Problemen effektiv lösen. Gleichzeitig lernen Sie die neuesten Versionen von pandas, NumPy, IPython und Jupyter kennen.Geschrieben von Wes McKinney, dem Begründer des pandas-Projekts, bietet Datenanalyse mit Python einen praktischen Einstieg in die Data-Science-Tools von Python. Das Buch eignet sich sowohl für Datenanalysten, für die Python Neuland ist, als auch für Python-Programmierer, die sich in Data Science und Scientific Computing einarbeiten wollen. Daten und zugehöriges Material des Buchs sind auf GitHub verfügbar.Aus dem Inhalt:Nutzen Sie die IPython-Shell und Jupyter Notebook für das explorative ComputingLernen Sie Grundfunktionen und fortgeschrittene Features von NumPy kennenSetzen Sie die Datenanalyse-Tools der pandasBibliothek einVerwenden Sie flexible Werkzeuge zum Laden, Bereinigen, Transformieren, Zusammenführen und Umformen von DatenErstellen Sie interformative Visualisierungen mit matplotlibWenden Sie die GroupBy-Mechanismen von pandas an, um Datensätzen zurechtzuschneiden, umzugestalten und zusammenzufassenAnalysieren und manipulieren Sie verschiedenste Zeitreihen-DatenFür diese aktualisierte 2. Auflage wurde der gesamte Code an Python 3.6 und die neuesten Versionen der pandas-Bibliothek angepasst. Neu in dieser Auflage: Informationen zu fortgeschrittenen pandas-Tools sowie eine kurze Einführung in statsmodels und scikit-learn.

Numerische Behandlung Partieller Differentialgleichungen

Author : Christian Großmann
ISBN : 351922089X
Genre : Mathematics
File Size : 63. 69 MB
Format : PDF, Docs
Download : 122
Read : 544

Get This Book


Mathematiker, Naturwissenschaftler und Ingenieure erhalten mit diesem Lehrbuch eine Einführung in die numerische Behandlung partieller Differentialgleichungen. Diskutiert werden die grundlegenden Verfahren - Finite Differenzen, Finite Volumen und Finite Elemente - für die wesentlichen Typen partieller Differentialgleichungen: elliptische, parabolische und hyperbolische Gleichungen. Einbezogen werden auch moderne Methoden zur Lösung der diskreten Probleme. Hinweise auf aktuelle Software sowie zahlreiche Beispiele und Übungsaufgaben runden diese Einführung ab.

Genetik F R Dummies

Author : Tara Rodden Robinson
ISBN : 9783527811472
Genre : Science
File Size : 21. 46 MB
Format : PDF, Kindle
Download : 818
Read : 663

Get This Book


Die Genetik ist eine der Naturwissenschaften, deren Wissen am schnellsten wächst und deren Erkenntnisse ständig in Bewegung und in der Diskussion sind. "Genetik für Dummies" erklärt, was überhaupt hinter diesem spannenden Thema steckt. Die Autorin Tara Rodden Robinson erklärt die Grundlagen der Vererbungslehre wie die Mendelschen regeln, wie Zellen aufgebaut sind und sie sich teilen. Sie zeigt, wie die DNA aufgebaut ist, wie sie kopiert und richtig in Proteine übersetzt wird. Außerdem geht sie auf die Bedeutung der Genetik in der Humanmedizin ein, wie Genmutationen und Erbkrankheiten entstehen. Sie erläutert, was beim Klonen passiert und was sich überhaupt hinter dem Begriff Gentechnik verbirgt. Auch die heißen Themen wie Stammzellentherapie und der Einsatz der Genetik in der Rechtsmedizin werden behandelt.

Gene Und Genome

Author : Maxine Singer
ISBN : 3860250019
Genre :
File Size : 59. 45 MB
Format : PDF, Docs
Download : 742
Read : 1095

Get This Book



Pacific Symposium On Biocomputing

Author : Russ Altman
ISBN : 9812564632
Genre : Biology
File Size : 21. 88 MB
Format : PDF, ePub
Download : 593
Read : 324

Get This Book


The Pacific Symposium on Biocomputing (PSB) 2006 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2006 will be held January 3?7, 2006 at the Grand Wailea, Maui. Tutorials will be offered prior to the start of the conference. PSB 2006 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology. The PSB has been designed to be responsive to the need for critical mass in

Top Download:

Best Books