PPT-Reproducible Environment for Scientific

Applications Lab session Tak Lon Stephen Wu Overview Introduction VirtualBox Prepackaged Image Example 1 Sandbox Hadoop WordCount Example 2 Cloud Twister WordCount Exercises. Leeper Abstract Reproducible research and data archiving are increasingly important issues in research involving statistical analyses of quantitative data This article introduces the dvn package which allows R users to publicly archive datasets anal FIFTH EDITION. CHAPTER . 1. The . Nature of Science and the . Characteristics of Life. © . 2012 W. W. Norton & Company, Inc.. Anu Singh-Cundy • Michael L. Cain. Earthbound Extraterrestrial? Or just Another Microbe in the Mud?. Dave Beck. dacb@uw.edu. http://. faculty.washington.edu. /~. dacb. Background. Methane (CH. 4. ) is a greenhouse gas. 85x more potent than CO. 2. Atmospheric [. CH. 4. ] . have increased 150% / 200 years. Joseph L. Hellerstein. Senior Data Science Fellow. eScience. Institute. University of Washington. Background. (New Scientist). (Reuters). Reproducibility is a foundation of science.. Reproducibility is the ability of an entire experiment or study to be reproduced, either by the researcher or by someone else working independently. in Secondary Data Analysis. Abraham D Flaxman. November 18, 2014. Outline. Reproducible research. Secondary data analysis. Doing Both Together. Reproducible secondary data. Reproducible data analysis. 19 June 2008. 1. UD Undergraduate Research Program. Trust and Scientific . Practice. Importance of Trust in Science. Scientific Misconduct Defined. Fabrication, Falsification, Plagiarism. Conflicts of Interest. PERM NATIONAL RESEARCH POLYTECHNIC UNIVERSITY . INNOVATIONS . MANAGEMENT. MASTER’s Program . Management and Marketing Department. FOUNDED in 1994. BACHELOR, MASTER, and DOCTORATE PROGRAMS in MANAGEMENT . Biology and Science. Biology. .  . The . study of life.. .  . From . the Greek -. .  . Bios . - "Life". .  . Logos . (logy) - "word or reason" - study of . Biology and Science. Branches of biology. SIXTH. . EDITION. CHAPTER . 1. The . Nature of Science and the . Characteristics of Life. © . 2015 . W. W. Norton & Company, Inc.. Anu Singh-Cundy • . Gary Shin. CHAPTER . 1. The . Nature of Science and the . Marco . Canini (KAUST) and Jon Crowcroft (. University of Cambridge). What it takes to do reproducible research?. It is actually hard work for both authors and reproducers. Produce solid artifacts. Create, package, share reproducible experiments. Sources: D. Jensen. “Research Methods for Empirical Computer Science. .”. . Paul . R. . Cohen. . “Empirical . Methods for Artificial . Intelligence”. . Smithsonian Institute. . The Library of Congress. Marco . Canini (KAUST) and Jon Crowcroft (. University of Cambridge). What it takes to do reproducible research?. It is actually hard work for both authors and reproducers. Produce solid artifacts. Create, package, share reproducible experiments. UNIVERSITY OF OULU Creating innovation for the future University of Oulu Creating innovation for the future The University of Oulu is an international research and education community, whose mission is to advance new know-how, well-being and education for the future. Dr Louise Dunn. Science in Public. Science controversies and the resultant crisis in public confidence: . Chernobyl nuclear disaster, 1986; BSE & ‘Mad cow’ disease (1986); MMR Vaccine and Autism (1988); Genetically Modified Organisms ‘Frankenfood’; Nanotechnology ‘grey goo’; gene therapy; climate change….. then…. COVID19.