bookdown

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Publisher : CRC Press
ISBN 13 : 1351792601
Total Pages : 140 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis bookdown by : Yihui Xie

Download or read book bookdown written by Yihui Xie and published by CRC Press. This book was released on 2016-12-12 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends R Markdown for technical writing, so that you can make better use of document elements such as figures, tables, equations, theorems, citations, and references. Similar to LaTeX, you can number and cross-reference these elements with bookdown. Your document can even include live examples so readers can interact with them while reading the book. The book can be rendered to multiple output formats, including LaTeX/PDF, HTML, EPUB, and Word, thus making it easy to put your documents online. The style and theme of these output formats can be customized. We used books and R primarily for examples in this book, but bookdown is not only for books or R. Most features introduced in this book also apply to other types of publications: journal papers, reports, dissertations, course handouts, study notes, and even novels. You do not have to use R, either. Other choices of computing languages include Python, C, C++, SQL, Bash, Stan, JavaScript, and so on, although R is best supported. You can also leave out computing, for example, to write a fiction. This book itself is an example of publishing with bookdown and R Markdown, and its source is fully available on GitHub.

Finding What Works in Health Care

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Publisher : National Academies Press
ISBN 13 : 0309164257
Total Pages : 267 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Finding What Works in Health Care by : Institute of Medicine

Download or read book Finding What Works in Health Care written by Institute of Medicine and published by National Academies Press. This book was released on 2011-07-20 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare decision makers in search of reliable information that compares health interventions increasingly turn to systematic reviews for the best summary of the evidence. Systematic reviews identify, select, assess, and synthesize the findings of similar but separate studies, and can help clarify what is known and not known about the potential benefits and harms of drugs, devices, and other healthcare services. Systematic reviews can be helpful for clinicians who want to integrate research findings into their daily practices, for patients to make well-informed choices about their own care, for professional medical societies and other organizations that develop clinical practice guidelines. Too often systematic reviews are of uncertain or poor quality. There are no universally accepted standards for developing systematic reviews leading to variability in how conflicts of interest and biases are handled, how evidence is appraised, and the overall scientific rigor of the process. In Finding What Works in Health Care the Institute of Medicine (IOM) recommends 21 standards for developing high-quality systematic reviews of comparative effectiveness research. The standards address the entire systematic review process from the initial steps of formulating the topic and building the review team to producing a detailed final report that synthesizes what the evidence shows and where knowledge gaps remain. Finding What Works in Health Care also proposes a framework for improving the quality of the science underpinning systematic reviews. This book will serve as a vital resource for both sponsors and producers of systematic reviews of comparative effectiveness research.

Definition and Application of Terms for Vaccine Pharmacovigilance

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Publisher :
ISBN 13 : 9789290360834
Total Pages : 0 pages
Book Rating : 4.3/5 (68 download)

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Book Synopsis Definition and Application of Terms for Vaccine Pharmacovigilance by : Council for International Organizations of Medical Sciences (CIOMS)

Download or read book Definition and Application of Terms for Vaccine Pharmacovigilance written by Council for International Organizations of Medical Sciences (CIOMS) and published by . This book was released on 2012 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report from the Council for International Organizations of Medical Sciences (CIOMS) in collaboration with WHO covers the activities and outputs of the CIOMS/WHO Working Group on Vaccine Pharmacovigilance (2005-2010). This working group brought together experts from both industrialized and emerging countries representing regulatory agencies, vaccine industry, national and international public health bodies including WHO and CIOMS, academia and clinical care, contributing from their different perspectives. The report covers general terms and definitions for vaccine safety and discusses the application of such harmonized tools in vaccine safety surveillance and studies. As well, the report highlights case definitions for adverse events typically reported for vaccines. The report is addressed to those engaged in vaccine safety data collection and evaluation, and will also make a useful reading for others who want to familiarize themselves with vaccine safety terminology.

Estadística descriptiva con Microsoft Excel 2007

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Publisher : Editorial Ra-Ma
ISBN 13 : 9788478978038
Total Pages : 264 pages
Book Rating : 4.9/5 (78 download)

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Book Synopsis Estadística descriptiva con Microsoft Excel 2007 by : Ursicino Carrascal Arranz

Download or read book Estadística descriptiva con Microsoft Excel 2007 written by Ursicino Carrascal Arranz and published by Editorial Ra-Ma. This book was released on 2007 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: El libro que tiene en sus manos constituye un manual completo de Estadística Descriptiva correspondiente a la materia que con el mismo titulo se imparte en las Licenciaturas de Economía y Administración de empresas de las universidades españolas, si bien puede ser utilizado por cualquier otro estudioso o profesional de muchas otras ramas con necesidad de analizar datos. De hecho y aunque en ocasiones aparecen en el texto otros ejemplos con carácter económico, también aparecen de otros temas. La ventaja de este manual es que se desarrolla a la vez con el programa Excel 2007, programa que incorpora cambios de forma y de fondo sobre las versiones anteriores del mismo. Sin embargo no se dedica a explicar todos los apartados de Excel, sino que se van tratando los distintos temas estadísticos y se van viendo con detalle aquellas funciones de Excel que se van necesitando en cada momento. De esta forma, cuando alguien esté interesado en hacer un determinado análisis estadístico podrá encontrar en este manual una explicación de lo que quiere hacer y el modo práctico de llevarlo a cavo con Excel 2007, ilustrado profusamente con ejemplos que se van realizando a lo largo de toda la explicación, así como un análisis de los resultados obtenidos. Todos los temas incluyen además ejercicios resueltos y ejercicios propuestos con los que el lector puede practicar por su cuenta lo explicado.

Cochrane Handbook for Systematic Reviews of Interventions

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Publisher : Wiley
ISBN 13 : 9780470699515
Total Pages : 672 pages
Book Rating : 4.6/5 (995 download)

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Book Synopsis Cochrane Handbook for Systematic Reviews of Interventions by : Julian P. T. Higgins

Download or read book Cochrane Handbook for Systematic Reviews of Interventions written by Julian P. T. Higgins and published by Wiley. This book was released on 2008-11-24 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: Healthcare providers, consumers, researchers and policy makers are inundated with unmanageable amounts of information, including evidence from healthcare research. It has become impossible for all to have the time and resources to find, appraise and interpret this evidence and incorporate it into healthcare decisions. Cochrane Reviews respond to this challenge by identifying, appraising and synthesizing research-based evidence and presenting it in a standardized format, published in The Cochrane Library (www.thecochranelibrary.com). The Cochrane Handbook for Systematic Reviews of Interventions contains methodological guidance for the preparation and maintenance of Cochrane intervention reviews. Written in a clear and accessible format, it is the essential manual for all those preparing, maintaining and reading Cochrane reviews. Many of the principles and methods described here are appropriate for systematic reviews applied to other types of research and to systematic reviews of interventions undertaken by others. It is hoped therefore that this book will be invaluable to all those who want to understand the role of systematic reviews, critically appraise published reviews or perform reviews themselves.

The Handbook of Research Synthesis and Meta-Analysis

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Author :
Publisher : Russell Sage Foundation
ISBN 13 : 1610448863
Total Pages : 567 pages
Book Rating : 4.6/5 (14 download)

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Book Synopsis The Handbook of Research Synthesis and Meta-Analysis by : Harris Cooper

Download or read book The Handbook of Research Synthesis and Meta-Analysis written by Harris Cooper and published by Russell Sage Foundation. This book was released on 2019-06-14 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research synthesis is the practice of systematically distilling and integrating data from many studies in order to draw more reliable conclusions about a given research issue. When the first edition of The Handbook of Research Synthesis and Meta-Analysis was published in 1994, it quickly became the definitive reference for conducting meta-analyses in both the social and behavioral sciences. In the third edition, editors Harris Cooper, Larry Hedges, and Jeff Valentine present updated versions of classic chapters and add new sections that evaluate cutting-edge developments in the field. The Handbook of Research Synthesis and Meta-Analysis draws upon groundbreaking advances that have transformed research synthesis from a narrative craft into an important scientific process in its own right. The editors and leading scholars guide the reader through every stage of the research synthesis process—problem formulation, literature search and evaluation, statistical integration, and report preparation. The Handbook incorporates state-of-the-art techniques from all quantitative synthesis traditions and distills a vast literature to explain the most effective solutions to the problems of quantitative data integration. Among the statistical issues addressed are the synthesis of non-independent data sets, fixed and random effects methods, the performance of sensitivity analyses and model assessments, the development of machine-based abstract screening, the increased use of meta-regression and the problems of missing data. The Handbook also addresses the non-statistical aspects of research synthesis, including searching the literature and developing schemes for gathering information from study reports. Those engaged in research synthesis will find useful advice on how tables, graphs, and narration can foster communication of the results of research syntheses. The third edition of the Handbook provides comprehensive instruction in the skills necessary to conduct research syntheses and represents the premier text on research synthesis. Praise for the first edition: "The Handbook is a comprehensive treatment of literature synthesis and provides practical advice for anyone deep in the throes of, just teetering on the brink of, or attempting to decipher a meta-analysis. Given the expanding application and importance of literature synthesis, understanding both its strengths and weaknesses is essential for its practitioners and consumers. This volume is a good beginning for those who wish to gain that understanding." —Chance "Meta-analysis, as the statistical analysis of a large collection of results from individual studies is called, has now achieved a status of respectability in medicine. This respectability, when combined with the slight hint of mystique that sometimes surrounds meta-analysis, ensures that results of studies that use it are treated with the respect they deserve....The Handbook of Research Synthesis is one of the most important publications in this subject both as a definitive reference book and a practical manual."—British Medical Journal When the first edition of The Handbook of Research Synthesis was published in 1994, it quickly became the definitive reference for researchers conducting meta-analyses of existing research in both the social and biological sciences. In this fully revised second edition, editors Harris Cooper, Larry Hedges, and Jeff Valentine present updated versions of the Handbook's classic chapters, as well as entirely new sections reporting on the most recent, cutting-edge developments in the field. Research synthesis is the practice of systematically distilling and integrating data from a variety of sources in order to draw more reliable conclusions about a given question or topic. The Handbook of Research Synthesis and Meta-Analysis draws upon years of groundbreaking advances that have transformed research synthesis from a narrative craft into an important scientific process in its own right. Cooper, Hedges, and Valentine have assembled leading authorities in the field to guide the reader through every stage of the research synthesis process—problem formulation, literature search and evaluation, statistical integration, and report preparation. The Handbook of Research Synthesis and Meta-Analysis incorporates state-of-the-art techniques from all quantitative synthesis traditions. Distilling a vast technical literature and many informal sources, the Handbook provides a portfolio of the most effective solutions to the problems of quantitative data integration. Among the statistical issues addressed by the authors are the synthesis of non-independent data sets, fixed and random effects methods, the performance of sensitivity analyses and model assessments, and the problem of missing data. The Handbook of Research Synthesis and Meta-Analysis also provides a rich treatment of the non-statistical aspects of research synthesis. Topics include searching the literature, and developing schemes for gathering information from study reports. Those engaged in research synthesis will also find useful advice on how tables, graphs, and narration can be used to provide the most meaningful communication of the results of research synthesis. In addition, the editors address the potentials and limitations of research synthesis, and its future directions. The past decade has been a period of enormous growth in the field of research synthesis. The second edition Handbook thoroughly revises original chapters to assure that the volume remains the most authoritative source of information for researchers undertaking meta-analysis today. In response to the increasing use of research synthesis in the formation of public policy, the second edition includes a new chapter on both the strengths and limitations of research synthesis in policy debates

Fibonacci’s Liber Abaci

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Publisher : Springer Science & Business Media
ISBN 13 : 1461300797
Total Pages : 736 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Fibonacci’s Liber Abaci by : Laurence Sigler

Download or read book Fibonacci’s Liber Abaci written by Laurence Sigler and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: First published in 1202, Fibonacci’s Liber Abaci was one of the most important books on mathematics in the Middle Ages, introducing Arabic numerals and methods throughout Europe. This is the first translation into a modern European language, of interest not only to historians of science but also to all mathematicians and mathematics teachers interested in the origins of their methods.

Pakistan Library Bulletin

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Publisher :
ISBN 13 :
Total Pages : 1036 pages
Book Rating : 4.2/5 (241 download)

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Book Synopsis Pakistan Library Bulletin by :

Download or read book Pakistan Library Bulletin written by and published by . This book was released on 1981 with total page 1036 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Guide for the Perplexed

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Publisher :
ISBN 13 :
Total Pages : 498 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis The Guide for the Perplexed by : Moses Maimonides

Download or read book The Guide for the Perplexed written by Moses Maimonides and published by . This book was released on 1910 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Designing Software Architectures

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Publisher : Addison-Wesley Professional
ISBN 13 : 0134390830
Total Pages : 347 pages
Book Rating : 4.1/5 (343 download)

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Book Synopsis Designing Software Architectures by : Humberto Cervantes

Download or read book Designing Software Architectures written by Humberto Cervantes and published by Addison-Wesley Professional. This book was released on 2016-04-29 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing Software Architectures will teach you how to design any software architecture in a systematic, predictable, repeatable, and cost-effective way. This book introduces a practical methodology for architecture design that any professional software engineer can use, provides structured methods supported by reusable chunks of design knowledge, and includes rich case studies that demonstrate how to use the methods. Using realistic examples, you’ll master the powerful new version of the proven Attribute-Driven Design (ADD) 3.0 method and will learn how to use it to address key drivers, including quality attributes, such as modifiability, usability, and availability, along with functional requirements and architectural concerns. Drawing on their extensive experience, Humberto Cervantes and Rick Kazman guide you through crafting practical designs that support the full software life cycle, from requirements to maintenance and evolution. You’ll learn how to successfully integrate design in your organizational context, and how to design systems that will be built with agile methods. Comprehensive coverage includes Understanding what architecture design involves, and where it fits in the full software development life cycle Mastering core design concepts, principles, and processes Understanding how to perform the steps of the ADD method Scaling design and analysis up or down, including design for pre-sale processes or lightweight architecture reviews Recognizing and optimizing critical relationships between analysis and design Utilizing proven, reusable design primitives and adapting them to specific problems and contexts Solving design problems in new domains, such as cloud, mobile, or big data

Fundamentals of Marketing

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Publisher :
ISBN 13 : 9788436825435
Total Pages : 0 pages
Book Rating : 4.8/5 (254 download)

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Book Synopsis Fundamentals of Marketing by : Miguel Santesmases Mestre

Download or read book Fundamentals of Marketing written by Miguel Santesmases Mestre and published by . This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the English edition of the first marketing book in Spanish to be adapted to the European Space for Higher Education, which has been written with the new requirements of the recent official degrees in mind. In addition to its theoretical presentation illustrated with many examples, each chapter starts with a business situation, and closes with a case study with practice topics, key terms and review questions, along with related Internet links and specific bibliography. In addition, teachers and students are provided with complementary on-line material on the book’s website: www.miguelsantesmases.com/fm.htm This textbook presents the fundamentals of marketing, the market, the consumer’s environment and behaviour, the marketing research, and the information systems. It later goes deeper into the marketing tools (product and services management, pricing, communication, sales, distribution and, lastly, the marketing plan), all supported by examples and case studies. Chapters dealing with relationship marketing, customer relations management, new communication technologies and emerging marketing techniques have also been included. Fundamentals of Marketing offers a modern approach, adapted to the new teaching methodologies which will make both the teaching and learning of the principles of marketing much easier.

A Tale of Seven Scientists and a New Philosophy of Science

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Publisher : Oxford University Press
ISBN 13 : 0190233001
Total Pages : 263 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis A Tale of Seven Scientists and a New Philosophy of Science by : Eric Scerri

Download or read book A Tale of Seven Scientists and a New Philosophy of Science written by Eric Scerri and published by Oxford University Press. This book was released on 2016-10-10 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: In his latest book, Eric Scerri presents a completely original account of the nature of scientific progress. It consists of a holistic and unified approach in which science is seen as a living and evolving single organism. Instead of scientific revolutions featuring exceptionally gifted individuals, Scerri argues that the "little people" contribute as much as the "heroes" of science. To do this he examines seven case studies of virtually unknown chemists and physicists in the early 20th century quest to discover the structure of the atom. They include the amateur scientist Anton van den Broek who pioneered the notion of atomic number as well as Edmund Stoner a then physics graduate student who provided the seed for Pauli's Exclusion Principle. Another case is the physicist John Nicholson who is virtually unknown and yet was the first to propose the notion of quantization of angular momentum that was soon put to good use by Niels Bohr. Instead of focusing on the logic and rationality of science, Scerri elevates the role of trial and error and multiple discovery and moves beyond the notion of scientific developments being right or wrong. While criticizing Thomas Kuhn's notion of scientific revolutions he agrees with Kuhn that science is not drawn towards an external truth but is rather driven from within. The book will enliven the long-standing debate on the nature of science, which has increasingly shied away from the big question of "what is science?"

Media Education in Latin America

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Publisher : Routledge
ISBN 13 : 0429534671
Total Pages : 278 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Media Education in Latin America by : Julio-César Mateus

Download or read book Media Education in Latin America written by Julio-César Mateus and published by Routledge. This book was released on 2019-07-22 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a systematic study of media education in Latin America. As spending on technological infrastructure in the region increases exponentially for educational purposes, and with national curriculums beginning to implement media related skills, this book makes a timely contribution to new debates surrounding the significance of media literacy as a citizen’s right. Taking both a topical and country-based approach, authors from across Latin America present a comprehensive perspective of the region and address issues such as the political and social contexts in which media education is based, the current state of educational policies with respect to media, organizations and experiences that promote media education.

Body Politics in Development

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Publisher : Zed Books Ltd.
ISBN 13 : 1848136188
Total Pages : 369 pages
Book Rating : 4.8/5 (481 download)

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Book Synopsis Body Politics in Development by : Wendy Harcourt

Download or read book Body Politics in Development written by Wendy Harcourt and published by Zed Books Ltd.. This book was released on 2013-04-04 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Body Politics in Development sets out to define body politics as a key political and mobilizing force for human rights in the last two decades. This passionate and engaging book reveals how once-tabooed issues, such as rape, gender-based violence, and sexual and reproductive rights, have emerged into the public arena as critical grounds of contention and struggle. Engaging in the latest feminist thinking and action, the book describes the struggles around body politics for people living in economic and socially vulnerable communities and covers a broad range of gender and development issues, including fundamentalism, sexualities and new technologies, from diverse viewpoints. The book's originality comes through the author's rich experience and engagement in feminist activism and global body politics and was winner of the 2010 FWSA Book Prize.

Choice Theory: A Very Short Introduction

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Publisher : OUP Oxford
ISBN 13 : 0191579262
Total Pages : 144 pages
Book Rating : 4.1/5 (915 download)

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Book Synopsis Choice Theory: A Very Short Introduction by : Michael Allingham

Download or read book Choice Theory: A Very Short Introduction written by Michael Allingham and published by OUP Oxford. This book was released on 2002-08-22 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: We make choices all the time - about trivial matters, about how to spend our money, about how to spend our time, about what to do with our lives. And we are also constantly judging the decisions other people make as rational or irrational. But what kind of criteria are we applying when we say that a choice is rational? What guides our own choices, especially in cases where we don't have complete information about the outcomes? What strategies should be applied in making decisions which affect a lot of people, as in the case of government policy? This book explores what it means to be rational in all these contexts. It introduces ideas from economics, philosophy, and other areas, showing how the theory applies to decisions in everyday life, and to particular situations such as gambling and the allocation of resources. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.

Cultures of Copyright

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Publisher : Peter Lang Incorporated, International Academic Publishers
ISBN 13 : 9781433125614
Total Pages : 0 pages
Book Rating : 4.1/5 (256 download)

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Book Synopsis Cultures of Copyright by : Dànielle Nicole DeVoss

Download or read book Cultures of Copyright written by Dànielle Nicole DeVoss and published by Peter Lang Incorporated, International Academic Publishers. This book was released on 2015 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The symbols, signs, and traces of copyright and related intellectual property laws that appear on everyday texts, objects, and artifacts have multiplied exponentially over the past 15 years. Digital spaces have revolutionized access to content and transformed the ways in which content is porous and malleable. In this volume, contributors focus on copyright as it relates to culture. The editors argue that what «counts» as property must be understood as shifting terrain deeply influenced by historical, economic, cultural, religious, and digital perspectives. Key themes addressed include issues of how: - Culture is framed, defined, and/or identified in conversations about intellectual property; - The humanities and other related disciplines are implicated in intellectual property issues; - The humanities will continue to rub up against copyright (e.g., issues of authorship, authorial agency, ownership of texts); - Different cultures and bodies of literature approach intellectual property, and how competing dynasties and marginalized voices exist beyond the dominant U.S. copyright paradigm. Offering a transnational and interdisciplinary perspective, Cultures of Copyright offers readers - scholars, researchers, practitioners, theorists, and others - key considerations to contemplate in terms of how we understand copyright's past and how we chart its futures.

R Markdown

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Publisher : CRC Press
ISBN 13 : 0429782969
Total Pages : 307 pages
Book Rating : 4.4/5 (297 download)

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Book Synopsis R Markdown by : Yihui Xie

Download or read book R Markdown written by Yihui Xie and published by CRC Press. This book was released on 2018-07-27 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.