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The Practice Of Reproducible Research

Author : Justin Kitzes
ISBN : 9780520294752
Genre : Science
File Size : 59.42 MB
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The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the reproducibility of their research projects. In each of the thirty-one case studies in this volume, the author or team describes the workflow that they used to complete a real-world research project. Authors highlight how they utilized particular tools, ideas, and practices to support reproducibility, emphasizing the very practical how, rather than the why or what, of conducting reproducible research. Part 1 provides an accessible introduction to reproducible research, a basic reproducible research project template, and a synthesis of lessons learned from across the thirty-one case studies. Parts 2 and 3 focus on the case studies themselves. The Practice of Reproducible Research is an invaluable resource for students and researchers who wish to better understand the practice of data-intensive sciences and learn how to make their own research more reproducible.
Category: Science

Implementing Reproducible Research

Author : Victoria Stodden
ISBN : 9781466561601
Genre : Mathematics
File Size : 72.35 MB
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In computational science, reproducibility requires that researchers make code and data available to others so that the data can be analyzed in a similar manner as in the original publication. Code must be available to be distributed, data must be accessible in a readable format, and a platform must be available for widely distributing the data and code. In addition, both data and code need to be licensed permissively enough so that others can reproduce the work without a substantial legal burden. Implementing Reproducible Research covers many of the elements necessary for conducting and distributing reproducible research. It explains how to accurately reproduce a scientific result. Divided into three parts, the book discusses the tools, practices, and dissemination platforms for ensuring reproducibility in computational science. It describes: Computational tools, such as Sweave, knitr, VisTrails, Sumatra, CDE, and the Declaratron system Open source practices, good programming practices, trends in open science, and the role of cloud computing in reproducible research Software and methodological platforms, including open source software packages, RunMyCode platform, and open access journals Each part presents contributions from leaders who have developed software and other products that have advanced the field. Supplementary material is available at
Category: Mathematics

The Practice Of Integrative Medicine

Author : Michael H. Cohen, JD, MBA
ISBN : 0826104827
Genre : Medical
File Size : 33.60 MB
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Successfully Incorporate Integrative Medicine in a Wide Variety of Settings Practitioners, facilities, and researchers encounter repeated requests from patients regarding the use of complementary and integrative medicine (CIM) and there are few who do not know the benefits of its use. But the legal aspects of prescribing or denying CIM treatment are new and harder to navigate, requiring the guidance of lawyers, policy makers, and other practitioners. Based on interviews with over 20 health care providers and facilities who have successfully combined integrative medicine in their practices, this book outlines the pitfalls, legal road-blocks, and benefits of bringing complementary and integrative medicine into daily health care routines. Discover: What forces are driving the shift toward Integrative care The key legal issues governing individuals vs. institutions How established CIM institutions chose specific therapies, gained funding, and solved staffing issues The regulations for credentialing and how to comply Techniques for minimizing liability risks for institutions and individuals Strategies for effective informed consent Recommendations on dealing with the dietary supplement question
Category: Medical

Essential Psychology

Author : Philip Banyard
ISBN : 9781526482037
Genre : Psychology
File Size : 35.25 MB
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The third edition of Essential Psychology provides a thorough introduction for students and anyone who wishes to gain a strong overview of the field. This team of authors provide a student-friendly guide to Psychology, with a vivid narrative writing style, features designed to stimulate critical thinking and inspire students to learn independently, and online resources for lecturers and students. This comprehensive introductory text is relevant for both the specialist and non-specialist psychology student, challenging those who studied psychology before university while remaining accessible to those who did not. The third edition: - Gives students a firm foundation in all areas covered on accredited British Psychological Society degree courses - Includes new chapters on psychopathology, research methods, language, motivation and emotion, lifespan development, health psychology, forensic psychology and critical social psychology - Relates theory to the real world to help students think about where they will employ their degree after undergraduate study
Category: Psychology

Principles And Practice Of Research

Author : H. Troidl
ISBN : 9783642969423
Genre : Medical
File Size : 44.17 MB
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emerging on the surgical scene to challenge or For some readers, the title of this book will im thodoxy. Although these innovations are often mediately raise the question, what exactly is greeted with great optimism, a factual basis for meant by surgical research? In the very broadest that enthusiasm is sometimes far from secure sense the term can be taken to include all en and much further work is frequently required to deavors, however elementary or limited in discover whether we are dealing with genuine scope, to advance surgical knowledge. Ideally, advances or not. it refers to well-organized attempts to establish The most exciting and attractive scenario for on a proper scientific basis, i. e. , to place beyond surgical research is unquestionably one that de reasonable doubt, the truth or otherwise of any picts a successful attempt by a researcher to es concepts, old or new, within the ambit of sur gery, and, of course, anaesthesia. tablish the accuracy of some bold innovation for which he himself is responsible. Joseph Lister, The methods used to achieve that end vary demonstrating by clinical trial that wound sup enormously, depending on the issue being in vestigated.
Category: Medical

International Review Of Cytology

Author :
ISBN : 0080857167
Genre : Science
File Size : 85.83 MB
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International Review of Cytology presents current advances and comprehensive reviews in cell biology-both plant and animal. Articles address structure and control of gene expression, nucleocytoplasmic interactions, control of cell development and differentiation, and cell transformation and growth. Authored by some of the foremost scientists in the field, each volume provides up-to-date information and directions for future research. The Cellular Basis of Tumor Progression Molecules Involved in Mammalian Serm-Egg Interaction Coordinated Nuclear and Chloroplast Gene Expression in Plants Signaling in Unicellular Eukaryotes Metabolic Detoxificiation of So2 in plants
Category: Science

The Practice Of Nursing Research

Author : Nancy Ann Burns
ISBN : UOM:39015029210351
Genre : Nursing
File Size : 35.40 MB
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Provides comprehensive coverage of research methods for nursing and introduces the reader to quantitative research, qualitative research, and triangulation. The book develops a foundation for critiquing quantitative and qualitative studies, and summarizes empirical knowledge for use in practice.
Category: Nursing

Theory And Practice Of Digital Libraries

Author : Panayiotis Zaphiris
ISBN : 9783642332906
Genre : Computers
File Size : 38.11 MB
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This book constitutes the refereed proceedings of the Second International Conference on Theory and Practice of Digital Libraries, TPDL 2012 - the successor of the ECDL (European Conference on Research and Advanced Technology for Digital Libraries) - held in Paphos, Cyprus, in September 2012. The 23 full papers, 19 short papers, 15 posters and 8 demonstrations presented in this volume were carefully reviewed and selected from 139 submissions. The papers are organized in topical sections on user behavior, mobiles and place, heritage and sustainability, preservation, linked data, analysing and enriching documents, content and metadata quality, folksonomy and ontology, information retrieval, organising collections, as well as extracting and indexing.
Category: Computers

Passive And Active Measurement

Author : Matthew Roughan
ISBN : 9783642365164
Genre : Computers
File Size : 82.90 MB
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This book constitutes the refereed proceedings of the 14th International Conference on Passive and Active Measurement, PAM 2013, held in Hong Kong, China, in March 2013. The 24 revised full papers presented were carefully reviewed and selected from 74 submissions. The papers have been organized in the following topical sections: measurement design, experience and analysis; Internet wireless and mobility; performance measurement; protocol and application behavior; characterization of network usage; and network security and privacy. In addition, 9 poster abstracts have been included.
Category: Computers