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The Analysis of Biological Data

2019-11-22 Mathematics
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Release : 2019-11-22
Genre : Mathematics
Kind : eBook
Book Rating : 299/5 ( reviews)

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Book Synopsis The Analysis of Biological Data by : Michael C. Whitlock

Download or read book The Analysis of Biological Data written by Michael C. Whitlock. This book was released on 2019-11-22. Available in PDF, EPUB and Kindle. Book excerpt: The Analysis of Biological Data provides students with a practical foundation of statistics for biology students. Every chapter has several biological or medical examples of key concepts, and each example is prefaced by a substantial description of the biological setting. The emphasis on real and interesting examples carries into the problem sets where students have dozens of practice problems based on real data. The third edition features over 200 new examples and problems. These include new calculation practice problems, which guide the student step by step through the methods, and a greater number of examples and topics come from medical and human health research. Every chapter has been carefully edited for even greater clarity and ease of use. All the data sets, R scripts for all worked examples in the book, as well as many other teaching resources, are available to qualified instructors (see below).

Analysis Of Biological Data: A Soft Computing Approach

2007-09-03 Computers
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Release : 2007-09-03
Genre : Computers
Kind : eBook
Book Rating : 122/5 ( reviews)

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Book Synopsis Analysis Of Biological Data: A Soft Computing Approach by : Sanghamitra Bandyopadhyay

Download or read book Analysis Of Biological Data: A Soft Computing Approach written by Sanghamitra Bandyopadhyay. This book was released on 2007-09-03. Available in PDF, EPUB and Kindle. Book excerpt: Bioinformatics, a field devoted to the interpretation and analysis of biological data using computational techniques, has evolved tremendously in recent years due to the explosive growth of biological information generated by the scientific community. Soft computing is a consortium of methodologies that work synergistically and provides, in one form or another, flexible information processing capabilities for handling real-life ambiguous situations. Several research articles dealing with the application of soft computing tools to bioinformatics have been published in the recent past; however, they are scattered in different journals, conference proceedings and technical reports, thus causing inconvenience to readers, students and researchers.This book, unique in its nature, is aimed at providing a treatise in a unified framework, with both theoretical and experimental results, describing the basic principles of soft computing and demonstrating the various ways in which they can be used for analyzing biological data in an efficient manner. Interesting research articles from eminent scientists around the world are brought together in a systematic way such that the reader will be able to understand the issues and challenges in this domain, the existing ways of tackling them, recent trends, and future directions. This book is the first of its kind to bring together two important research areas, soft computing and bioinformatics, in order to demonstrate how the tools and techniques in the former can be used for efficiently solving several problems in the latter.

A Primer in Biological Data Analysis and Visualization Using R

2014-02-18 Education
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Release : 2014-02-18
Genre : Education
Kind : eBook
Book Rating : 042/5 ( reviews)

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Book Synopsis A Primer in Biological Data Analysis and Visualization Using R by : Gregg Hartvigsen

Download or read book A Primer in Biological Data Analysis and Visualization Using R written by Gregg Hartvigsen. This book was released on 2014-02-18. Available in PDF, EPUB and Kindle. Book excerpt: R is the most widely used open-source statistical and programming environment for the analysis and visualization of biological data. Drawing on Gregg Hartvigsen's extensive experience teaching biostatistics and modeling biological systems, this text is an engaging, practical, and lab-oriented introduction to R for students in the life sciences. Underscoring the importance of R and RStudio in organizing, computing, and visualizing biological statistics and data, Hartvigsen guides readers through the processes of entering data into R, working with data in R, and using R to visualize data using histograms, boxplots, barplots, scatterplots, and other common graph types. He covers testing data for normality, defining and identifying outliers, and working with non-normal data. Students are introduced to common one- and two-sample tests as well as one- and two-way analysis of variance (ANOVA), correlation, and linear and nonlinear regression analyses. This volume also includes a section on advanced procedures and a chapter introducing algorithms and the art of programming using R.

The Analysis of Biological Data

2014-07-28 Medical
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Release : 2014-07-28
Genre : Medical
Kind : eBook
Book Rating : 486/5 ( reviews)

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Book Synopsis The Analysis of Biological Data by : Michael C. Whitlock

Download or read book The Analysis of Biological Data written by Michael C. Whitlock. This book was released on 2014-07-28. Available in PDF, EPUB and Kindle. Book excerpt: This second edition textbook teaches modern methods of statistics through the use of fascinating biological and medical case studies. The clear and engaging writing and practical perspective allows students to understand the analytical process behind biological data. Through the use of real world biological examples, biologists and health professionals can learn statistics in an essential manner. Authors Whitlock and Schulter have over 40 years’ experience between the two of them and therefore able to understand that students learn best through interesting examples and not overcomplicated formulas. This edition includes several unusual features that they have discovered to be helpful for effectively reaching their readers.

Modern Analysis of Biological Data

2016-01-01 Art
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Release : 2016-01-01
Genre : Art
Kind : eBook
Book Rating : 066/5 ( reviews)

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Book Synopsis Modern Analysis of Biological Data by : Stanislav Pekár

Download or read book Modern Analysis of Biological Data written by Stanislav Pekár. This book was released on 2016-01-01. Available in PDF, EPUB and Kindle. Book excerpt: Kniha je zaměřena na regresní modely, konkrétně jednorozměrné zobecněné lineární modely (GLM). Je určena především studentům a kolegům z biologických oborů a vyžaduje pouze základní statistické vzdělání, jakým je např. jednosemestrový kurz biostatistiky. Text knihy obsahuje nezbytné minimum statistické teorie, především však řešení 18 reálných příkladů z oblasti biologie. Každý příklad je rozpracován od popisu a stanovení cíle přes vývoj statistického modelu až po závěr. K analýze dat je použit populární a volně dostupný statistický software R. Příklady byly záměrně vybrány tak, aby upozornily na leckteré problémy a chyby, které se mohou v průběhu analýzy dat vyskytnout. Zároveň mají čtenáře motivovat k tomu, jak o statistických modelech přemýšlet a jak je používat. Řešení příkladů si může čtenář vyzkoušet sám na datech, jež jsou dodávána spolu s knihou.

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