An Introduction To Experimentation

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Experimentation in Software Engineering

Author : Claes Wohlin
Publisher : Springer Science & Business Media
ISBN 13 : 3642290442
Total Pages : 249 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Experimentation in Software Engineering by : Claes Wohlin

Download or read book Experimentation in Software Engineering written by Claes Wohlin and published by Springer Science & Business Media. This book was released on 2012-06-16 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like other sciences and engineering disciplines, software engineering requires a cycle of model building, experimentation, and learning. Experiments are valuable tools for all software engineers who are involved in evaluating and choosing between different methods, techniques, languages and tools. The purpose of Experimentation in Software Engineering is to introduce students, teachers, researchers, and practitioners to empirical studies in software engineering, using controlled experiments. The introduction to experimentation is provided through a process perspective, and the focus is on the steps that we have to go through to perform an experiment. The book is divided into three parts. The first part provides a background of theories and methods used in experimentation. Part II then devotes one chapter to each of the five experiment steps: scoping, planning, execution, analysis, and result presentation. Part III completes the presentation with two examples. Assignments and statistical material are provided in appendixes. Overall the book provides indispensable information regarding empirical studies in particular for experiments, but also for case studies, systematic literature reviews, and surveys. It is a revision of the authors’ book, which was published in 2000. In addition, substantial new material, e.g. concerning systematic literature reviews and case study research, is introduced. The book is self-contained and it is suitable as a course book in undergraduate or graduate studies where the need for empirical studies in software engineering is stressed. Exercises and assignments are included to combine the more theoretical material with practical aspects. Researchers will also benefit from the book, learning more about how to conduct empirical studies, and likewise practitioners may use it as a “cookbook” when evaluating new methods or techniques before implementing them in their organization.

Experimental Methods for Science and Engineering Students

Author : Les Kirkup
Publisher : Cambridge University Press
ISBN 13 : 1108418465
Total Pages : 239 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Experimental Methods for Science and Engineering Students by : Les Kirkup

Download or read book Experimental Methods for Science and Engineering Students written by Les Kirkup and published by Cambridge University Press. This book was released on 2019-09-05 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of experimental methods providing practical advice to students seeking guidance with their experimental work.

An Introduction to Experimental Physics

Author : Colin Cooke
Publisher : CRC Press
ISBN 13 : 0203983629
Total Pages : 128 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis An Introduction to Experimental Physics by : Colin Cooke

Download or read book An Introduction to Experimental Physics written by Colin Cooke and published by CRC Press. This book was released on 2005-08-08 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding, designing and conducting experiments is at the heart of science. This text introduces the fundamental principles on which physicists should build a thorough experimental approach to their discipline.

An Introduction to the Study of Experimental Medicine

Author : Claude Bernard
Publisher :
ISBN 13 :
Total Pages : 264 pages
Book Rating : 4.:/5 (36 download)

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Book Synopsis An Introduction to the Study of Experimental Medicine by : Claude Bernard

Download or read book An Introduction to the Study of Experimental Medicine written by Claude Bernard and published by . This book was released on 1927 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: First English translation of the classical work on the principles of physiological investigation in life sciences.

An Introduction to Design of Experiments

Author : Larry B. Barrentine
Publisher : Quality Press
ISBN 13 : 0873891341
Total Pages : 122 pages
Book Rating : 4.8/5 (738 download)

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Book Synopsis An Introduction to Design of Experiments by : Larry B. Barrentine

Download or read book An Introduction to Design of Experiments written by Larry B. Barrentine and published by Quality Press. This book was released on 2001-09-25 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for people who have either been intimidated in their attempts to learn about Design of Experiments (DOE) or who have not appreciated the potential of that family of tools in their process improvement efforts. This introduction to DOE showcases the power and utility of this statistical tool while teaching the audience how to plan and analyze an experiment. It is also an attempt to dispel the conception that DOE is reserved only for those with advanced mathematics training. It will be demonstrated that DOE is primarily a logic tool that can be easily grasped and applied, requiring only basic math skills. The book's intent is to introduce the basics and persuade the reader of the power of this tool. The material covered will still be sufficient to support a high proportion of the experiments one may wish to perform. Contents:Introduction, Experiments with Two Factors, The Analytical Procedures, The Eight Steps for Analysis of Effects, Review of the Experimental Procedures, The Spreadsheet Approach, Experiments with Three Factors, Variation Analysis, Analysis with Unreplicated Experiments, Screening Design, Other Types of Design, Problems and Questions, Review of the Basics in Managing DOE, What Inhibits Applications of DOE?

Experimental Philosophy

Author : Joshua Alexander
Publisher : John Wiley & Sons
ISBN 13 : 0745680658
Total Pages : 206 pages
Book Rating : 4.7/5 (456 download)

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Book Synopsis Experimental Philosophy by : Joshua Alexander

Download or read book Experimental Philosophy written by Joshua Alexander and published by John Wiley & Sons. This book was released on 2014-02-11 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experimental philosophy uses experimental research methods from psychology and cognitive science in order to investigate both philosophical and metaphilosophical questions. It explores philosophical questions about the nature of the psychological world - the very structure or meaning of our concepts of things, and about the nature of the non-psychological world - the things themselves. It also explores metaphilosophical questions about the nature of philosophical inquiry and its proper methodology. This book provides a detailed and provocative introduction to this innovative field, focusing on the relationship between experimental philosophy and the aims and methods of more traditional analytic philosophy. Special attention is paid to carefully examining experimental philosophy's quite different philosophical programs, their individual strengths and weaknesses, and the different kinds of contributions that they can make to our philosophical understanding. Clear and accessible throughout, it situates experimental philosophy within both a contemporary and historical context, explains its aims and methods, examines and critically evaluates its most significant claims and arguments, and engages with its critics.

Design and Analysis of Experiments, Introduction to Experimental Design

Author : Klaus Hinkelmann
Publisher : John Wiley & Sons
ISBN 13 : 9780471551782
Total Pages : 528 pages
Book Rating : 4.5/5 (517 download)

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Book Synopsis Design and Analysis of Experiments, Introduction to Experimental Design by : Klaus Hinkelmann

Download or read book Design and Analysis of Experiments, Introduction to Experimental Design written by Klaus Hinkelmann and published by John Wiley & Sons. This book was released on 1994-03-22 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and analysis of experiments/Hinkelmann.-v.1.

Observation and Experiment

Author : Paul Rosenbaum
Publisher : Harvard University Press
ISBN 13 : 067497557X
Total Pages : 395 pages
Book Rating : 4.6/5 (749 download)

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Book Synopsis Observation and Experiment by : Paul Rosenbaum

Download or read book Observation and Experiment written by Paul Rosenbaum and published by Harvard University Press. This book was released on 2017-08-14 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the face of conflicting claims about some treatments, behaviors, and policies, the question arises: What is the most scientifically rigorous way to draw conclusions about cause and effect in the study of humans? In this introduction to causal inference, Paul Rosenbaum explains key concepts and methods through real-world examples.

Design of Experiments

Author : Max Morris
Publisher : CRC Press
ISBN 13 : 1439894906
Total Pages : 376 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Design of Experiments by : Max Morris

Download or read book Design of Experiments written by Max Morris and published by CRC Press. This book was released on 2010-07-27 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering deep insight into the connections between design choice and the resulting statistical analysis, Design of Experiments: An Introduction Based on Linear Models explores how experiments are designed using the language of linear statistical models. The book presents an organized framework for understanding the statistical aspects of experiment

The Power of Experiments

Author : Michael Luca
Publisher : MIT Press
ISBN 13 : 0262542277
Total Pages : 229 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis The Power of Experiments by : Michael Luca

Download or read book The Power of Experiments written by Michael Luca and published by MIT Press. This book was released on 2021-03-02 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: How tech companies like Google, Airbnb, StubHub, and Facebook learn from experiments in our data-driven world—an excellent primer on experimental and behavioral economics Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments—also known as randomized controlled trials—designed to test the impact of different online experiences. Once an esoteric tool for academic research, the randomized controlled trial has gone mainstream. No tech company worth its salt (or its share price) would dare make major changes to its platform without first running experiments to understand how they would influence user behavior. In this book, Michael Luca and Max Bazerman explain the importance of experiments for decision making in a data-driven world. Luca and Bazerman describe the central role experiments play in the tech sector, drawing lessons and best practices from the experiences of such companies as StubHub, Alibaba, and Uber. Successful experiments can save companies money—eBay, for example, discovered how to cut $50 million from its yearly advertising budget—or bring to light something previously ignored, as when Airbnb was forced to confront rampant discrimination by its hosts. Moving beyond tech, Luca and Bazerman consider experimenting for the social good—different ways that governments are using experiments to influence or “nudge” behavior ranging from voter apathy to school absenteeism. Experiments, they argue, are part of any leader's toolkit. With this book, readers can become part of “the experimental revolution.”

Design and Analysis of Experiments, Volume 1

Author : Klaus Hinkelmann
Publisher : John Wiley & Sons
ISBN 13 : 0470191740
Total Pages : 640 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Design and Analysis of Experiments, Volume 1 by : Klaus Hinkelmann

Download or read book Design and Analysis of Experiments, Volume 1 written by Klaus Hinkelmann and published by John Wiley & Sons. This book was released on 2007-12-04 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: This user-friendly new edition reflects a modern and accessible approach to experimental design and analysis Design and Analysis of Experiments, Volume 1, Second Edition provides a general introduction to the philosophy, theory, and practice of designing scientific comparative experiments and also details the intricacies that are often encountered throughout the design and analysis processes. With the addition of extensive numerical examples and expanded treatment of key concepts, this book further addresses the needs of practitioners and successfully provides a solid understanding of the relationship between the quality of experimental design and the validity of conclusions. This Second Edition continues to provide the theoretical basis of the principles of experimental design in conjunction with the statistical framework within which to apply the fundamental concepts. The difference between experimental studies and observational studies is addressed, along with a discussion of the various components of experimental design: the error-control design, the treatment design, and the observation design. A series of error-control designs are presented based on fundamental design principles, such as randomization, local control (blocking), the Latin square principle, the split-unit principle, and the notion of factorial treatment structure. This book also emphasizes the practical aspects of designing and analyzing experiments and features: Increased coverage of the practical aspects of designing and analyzing experiments, complete with the steps needed to plan and construct an experiment A case study that explores the various types of interaction between both treatment and blocking factors, and numerical and graphical techniques are provided to analyze and interpret these interactions Discussion of the important distinctions between two types of blocking factors and their role in the process of drawing statistical inferences from an experiment A new chapter devoted entirely to repeated measures, highlighting its relationship to split-plot and split-block designs Numerical examples using SAS® to illustrate the analyses of data from various designs and to construct factorial designs that relate the results to the theoretical derivations Design and Analysis of Experiments, Volume 1, Second Edition is an ideal textbook for first-year graduate courses in experimental design and also serves as a practical, hands-on reference for statisticians and researchers across a wide array of subject areas, including biological sciences, engineering, medicine, pharmacology, psychology, and business.

An Experimental Introduction to Number Theory

Author : Benjamin Hutz
Publisher : American Mathematical Soc.
ISBN 13 : 1470430975
Total Pages : 376 pages
Book Rating : 4.4/5 (74 download)

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Book Synopsis An Experimental Introduction to Number Theory by : Benjamin Hutz

Download or read book An Experimental Introduction to Number Theory written by Benjamin Hutz and published by American Mathematical Soc.. This book was released on 2018-04-17 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents material suitable for an undergraduate course in elementary number theory from a computational perspective. It seeks to not only introduce students to the standard topics in elementary number theory, such as prime factorization and modular arithmetic, but also to develop their ability to formulate and test precise conjectures from experimental data. Each topic is motivated by a question to be answered, followed by some experimental data, and, finally, the statement and proof of a theorem. There are numerous opportunities throughout the chapters and exercises for the students to engage in (guided) open-ended exploration. At the end of a course using this book, the students will understand how mathematics is developed from asking questions to gathering data to formulating and proving theorems. The mathematical prerequisites for this book are few. Early chapters contain topics such as integer divisibility, modular arithmetic, and applications to cryptography, while later chapters contain more specialized topics, such as Diophantine approximation, number theory of dynamical systems, and number theory with polynomials. Students of all levels will be drawn in by the patterns and relationships of number theory uncovered through data driven exploration.

An Introduction To Experimental Design And Statistics For Biology

Author : David Heath
Publisher : CRC Press
ISBN 13 : 9780203499245
Total Pages : 390 pages
Book Rating : 4.4/5 (992 download)

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Book Synopsis An Introduction To Experimental Design And Statistics For Biology by : David Heath

Download or read book An Introduction To Experimental Design And Statistics For Biology written by David Heath and published by CRC Press. This book was released on 1995-10-26 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This illustrated textbook for biologists provides a refreshingly clear and authoritative introduction to the key ideas of sampling, experimental design, and statistical analysis. The author presents statistical concepts through common sense, non-mathematical explanations and diagrams. These are followed by the relevant formulae and illustrated by w

An Introduction to Experimentation

Author : Brian Joseph Brinkworth
Publisher :
ISBN 13 :
Total Pages : 183 pages
Book Rating : 4.:/5 (779 download)

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Book Synopsis An Introduction to Experimentation by : Brian Joseph Brinkworth

Download or read book An Introduction to Experimentation written by Brian Joseph Brinkworth and published by . This book was released on 1973 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Experimental Particle Physics

Author : Richard Clinton Fernow
Publisher : Cambridge University Press
ISBN 13 : 1009290088
Total Pages : 433 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Introduction to Experimental Particle Physics by : Richard Clinton Fernow

Download or read book Introduction to Experimental Particle Physics written by Richard Clinton Fernow and published by Cambridge University Press. This book was released on 2023-01-31 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 1986 book, reissued as OA, gives a balanced overview of the most important topics in experimental particle physics.

Introduction to Design and Analysis of Experiments

Author : George W. Cobb
Publisher : Wiley
ISBN 13 : 9780470412169
Total Pages : 0 pages
Book Rating : 4.4/5 (121 download)

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Book Synopsis Introduction to Design and Analysis of Experiments by : George W. Cobb

Download or read book Introduction to Design and Analysis of Experiments written by George W. Cobb and published by Wiley. This book was released on 2008-06-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Design and Analysis of Experiments explains how to choose sound and suitable design structures and engages students in understanding the interpretive and constructive natures of data analysis and experimental design. Cobb's approach allows students to build a deep understanding of statistical concepts over time as they analyze and design experiments. The field of statistics is presented as a matrix, rather than a hierarchy, of related concepts. Developed over years of classroom use, this text can be used as an introduction to statistics emphasizing experimental design or as an elementary graduate survey course. Widely praised for its exceptional range of intelligent and creative exercises, and for its large number of examples and data sets, Introduction to Design and Analysis of Experiments--now offered in a convenient paperback format--helps students increase their understanding of the material as they come to see the connections between diverse statistical concepts that arise from the experiments around which the text is built.

Experimental Methods

Author : Les Kirkup
Publisher : Wiley
ISBN 13 : 9780471335795
Total Pages : 216 pages
Book Rating : 4.3/5 (357 download)

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Book Synopsis Experimental Methods by : Les Kirkup

Download or read book Experimental Methods written by Les Kirkup and published by Wiley. This book was released on 1996-01-09 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This concise and easy to read text introduces first year students to the analysis and presentation of experimental data. Written for students taking introductory physics courses at tertiary level, Experimental Methods will be a vital resource for all students involved in experimental or laboratory work. It will be equally useful for other quantitative subjects such as chemistry, engineering and geology. Topics of fundamental importance such as keeping a laboratory notebook, analysing experimental data and report writing are often dealt with in separate texts. This book integrates these topics and provides many of the tools that students will need at first year level and beyond.