Data, Methods and Theory in the Organizational Sciences

Data, Methods and Theory in the Organizational Sciences PDF Author: Kevin R. Murphy
Publisher: Routledge
ISBN: 1000551261
Category : Business & Economics
Languages : en
Pages : 398

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Book Description
Data, Methods and Theory in the Organizational Sciences explores the long-term evolution and changing relationships between data, methods, and theory in the organizational sciences. In the last 50 years, theory has come to dominate research and scholarship in these fields, yet the emergence of big data, as well as the increasing use of archival data sets and meta-analytic methods to test empirical hypotheses, has upset this order. This volume examines the evolving relationship between data, methods, and theory and suggests new ways of thinking about the role of each in the development and presentation of research in organizations. This volume utilizes the latest thinking from experts in a wide range of fields on the topics of data, methods, and theory and uses this knowledge to explore the ways in which behavior in organizations has been studied. This volume also argues that the current focus on theory is both unhealthy for the field and unsustainable, and it provides more successful ways theory can be used to support and structure research, and demonstrates the most effective techniques for analyzing and making sense of data. This is an essential resource for researchers, professionals, and educators who are looking to rethink their current approaches to research, and who are interested in creating more useful and more interpretable research in the organizational sciences.

Data, Methods and Theory in the Organizational Sciences

Data, Methods and Theory in the Organizational Sciences PDF Author: Kevin R. Murphy
Publisher: Routledge
ISBN: 1000551261
Category : Business & Economics
Languages : en
Pages : 398

Get Book Here

Book Description
Data, Methods and Theory in the Organizational Sciences explores the long-term evolution and changing relationships between data, methods, and theory in the organizational sciences. In the last 50 years, theory has come to dominate research and scholarship in these fields, yet the emergence of big data, as well as the increasing use of archival data sets and meta-analytic methods to test empirical hypotheses, has upset this order. This volume examines the evolving relationship between data, methods, and theory and suggests new ways of thinking about the role of each in the development and presentation of research in organizations. This volume utilizes the latest thinking from experts in a wide range of fields on the topics of data, methods, and theory and uses this knowledge to explore the ways in which behavior in organizations has been studied. This volume also argues that the current focus on theory is both unhealthy for the field and unsustainable, and it provides more successful ways theory can be used to support and structure research, and demonstrates the most effective techniques for analyzing and making sense of data. This is an essential resource for researchers, professionals, and educators who are looking to rethink their current approaches to research, and who are interested in creating more useful and more interpretable research in the organizational sciences.

Fourier Analysis and Imaging

Fourier Analysis and Imaging PDF Author: Ronald Bracewell
Publisher: Springer Science & Business Media
ISBN: 1441989633
Category : Technology & Engineering
Languages : en
Pages : 702

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Book Description
As Lord Kelvin said, "Fourier's theorem is not only one of the most beautiful results of modern analysis, but it may be said to furnish an indispensable instrument in the treatment of nearly every recondite question in modern physics." This has remained durable knowledge for a century, and has extended its applicability to topics as diverse as medical imaging (CT scanning), the presentation of images on screens and their digital transmission, remote sensing, geophysical exploration, and many branches of engineering. Fourier Analysis and Imaging is based on years of teaching a course on the Fourier Transform at the senior or early graduate level, as well as on Prof. Bracewell's 1995 text Two-Dimensional Imaging. It is an excellent textbook and will also be a welcome addition to the reference library of those many professionals whose daily activities involve Fourier analysis in its many guises.

Food Systems Modelling

Food Systems Modelling PDF Author: Christian J. Peters
Publisher: Academic Press
ISBN: 0128221100
Category : Technology & Engineering
Languages : en
Pages : 390

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Book Description
Food Systems Modelling emphasizes sustainability, including the impact of agriculture and food production on profits, people and environment, with a particular focus on the ability of humanity to continue producing food in the midst of global environmental change. Sections introduce the purpose of models, the definition of a food system, the importance of disciplinary, interdisciplinary, and transdisciplinary inquiry, cover specific branches of modeling in the sustainability of food systems, and wrestle with the challenge of communicating modeling research and appropriately integrating multiple dimensions of sustainability. This book will be a welcomed reference for food scientists, agricultural scientists, nutritionists, environmental scientists, ecologists, economists, those working in agribusiness and food supply chain management, community and public health, and urban and regional planning, as well as academicians and graduate students interested in the sustainability of food systems. - Emphasizes sustainability, including the impact of agriculture and food production on profits - Focuses on the ability of humanity to continue producing food in the midst of global environmental change - Deciphers what models can teach us about food system sustainability

Naked Statistics: Stripping the Dread from the Data

Naked Statistics: Stripping the Dread from the Data PDF Author: Charles Wheelan
Publisher: W. W. Norton & Company
ISBN: 0393089827
Category : Mathematics
Languages : en
Pages : 307

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Book Description
A New York Times bestseller "Brilliant, funny…the best math teacher you never had." —San Francisco Chronicle Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called "sexy." From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more. For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions. And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

Advanced Methods of Joint Inversion and Fusion of Multiphysics Data

Advanced Methods of Joint Inversion and Fusion of Multiphysics Data PDF Author: Michael S. Zhdanov
Publisher: Springer Nature
ISBN: 9819967228
Category : Science
Languages : en
Pages : 370

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Book Description
Different physical or geophysical methods provide information about distinctive physical properties of the objects, e.g., rock formations and mineralization. In many cases, this information is mutually complementary, which makes it natural for consideration in a joint inversion of the multiphysics data. Inversion of the observed data for a particular experiment is subject to considerable uncertainty and ambiguity. One productive approach to reducing uncertainty is to invert several types of data jointly. Nonuniqueness can also be reduced by incorporating additional information derived from available a priori knowledge about the target to reduce the search space for the solution. This additional information can be incorporated in the form of a joint inversion of multiphysics data. Generally established joint inversion methods, however, are inadequate for incorporating typical physical or geological complexity. For example, analytic, empirical, or statistical correlations between different physical properties may exist for only part of the model, and their specific form may be unknown. Features or structures that are present in the data of one physical method may not be present in the data generated by another physical method or may not be equally resolvable. This book presents and illustrates several advanced, new approaches to joint inversion and data fusion, which do not require a priori knowledge of specific empirical or statistical relationships between the different model parameters or their attributes. These approaches include the following novel methods, among others: 1) the Gramian method, which enforces the correlation between different parameters; 2) joint total variation functional or joint focusing stabilizers, e.g., minimum support and minimum gradient support constraints; 3) data fusion employing a joint minimum entropy stabilizer, which yields the simplest multiphysics solution that fits the multi-modal data. In addition, the book describes the principles of using artificial intelligence (AI) in solving multiphysics inverse problems. The book also presents in detail both the mathematical principles of these advanced approaches to joint inversion of multiphysics data and successful case histories of regional-scale and deposit-scale geophysical studies to illustrate their indicated advantages.

My Revision Notes: AQA (A) A2 Psychology

My Revision Notes: AQA (A) A2 Psychology PDF Author: Jean-Marc Lawton
Publisher: Philip Allan
ISBN: 1444163078
Category : Psychology
Languages : en
Pages : 187

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Book Description
Get the best grades with My Revision Notes: AQA (A) A2 Psychology. Manage your own revision with step-by-step support from senior examiner Jean-Marc LawtonUse research summaries and evaluation notes to improve your knowledge of key theories and studiesGet the top marks by demonstrating your understanding of the research methods psychologists useImprove your exam skills with self-testing and exam-style questions and answers My Revision Notes will help you prepare for the big day: Plan and pace your revision with My Revision PlannerUse the concise notes to revise the essential informationUse the examiner's tips and summaries to clarify key pointsAvoid making typical mistakes with expert adviceTest yourself with end-of-topic questions and answers and tick off each topic as you complete itPractise your exam skills on exam questions then check your answers onlineGet exam-ready with last-minute quick quizzes at www.therevisionbutton.co.uk/myrevisionnotes

An Introduction to Reliability and Maintainability Engineering

An Introduction to Reliability and Maintainability Engineering PDF Author: Charles E. Ebeling
Publisher: Waveland Press
ISBN: 1478639334
Category : Technology & Engineering
Languages : en
Pages : 658

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Book Description
Many books on reliability focus on either modeling or statistical analysis and require an extensive background in probability and statistics. Continuing its tradition of excellence as an introductory text for those with limited formal education in the subject, this classroom-tested book introduces the necessary concepts in probability and statistics within the context of their application to reliability. The Third Edition adds brief discussions of the Anderson-Darling test, the Cox proportionate hazards model, the Accelerated Failure Time model, and Monte Carlo simulation. Over 80 new end-of-chapter exercises have been added, as well as solutions to all odd-numbered exercises. Moreover, Excel workbooks, available for download, save students from performing numerous tedious calculations and allow them to focus on reliability concepts. Ebeling has created an exceptional text that enables readers to learn how to analyze failure, repair data, and derive appropriate models for reliability and maintainability as well as apply those models to all levels of design.

Urban Revitalization

Urban Revitalization PDF Author: Carl Grodach
Publisher: Routledge
ISBN: 1317912012
Category : Architecture
Languages : en
Pages : 348

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Book Description
Following decades of neglect and decline, many US cities have undergone a dramatic renaissance. From New York to Nashville and Pittsburgh to Portland governments have implemented innovative redevelopment strategies to adapt to a globally integrated, post-industrial economy and cope with declining industries, tax bases, and populations. However, despite the prominence of new amenities in revitalized neighborhoods, spectacular architectural icons, and pedestrian friendly entertainment districts, the urban comeback has been highly uneven. Even thriving cities are defined by a bifurcated population of creative class professionals and a low-wage, low-skilled workforce. Many are home to diverse and thriving immigrant communities, but also contain economically and socially segregated neighborhoods. They have transformed high-profile central city brownfields, but many disadvantaged neighborhoods continue to grapple with abandoned and environmentally contaminated sites. As urban cores boom, inner-ring suburban areas increasingly face mounting problems, while other shrinking cities continue to wrestle with long-term decline. The Great Recession brought additional challenges to planning and development professionals and community organizations alike as they work to maintain successes and respond to new problems. It is crucial that students of urban revitalization recognize these challenges, their impacts on different populations, and the implications for crafting effective and equitable revitalization policy. Urban Revitalization: Remaking Cities in a Changing World will be a guide in this learning process. This textbook will be the first to comprehensively and critically synthesize the successful approaches and pressing challenges involved in urban revitalization. The book is divided into five sections. In the introductory section, we set the stage by providing a conceptual framework to understand urban revitalization that links a political economy perspective with an appreciation of socio-cultural factors in explaining urban change. Stemming from this, we will explain the significance of revitalization and present a summary of the key debates, issues and conflicts surrounding revitalization efforts. Section II will examine the historical causes for decline in central city and inner-ring suburban areas and shrinking cities and, building from the conceptual framework, discuss theory useful to explain the factors that shape contemporary revitalization initiatives and outcomes. Section III will introduce students to the analytical techniques and key data sources for urban revitalization planning. Section IV will provide an in-depth, criticaldiscussion of contemporary urban revitalization policies, strategies, and projects. This section will offer a rich set of case studies that contextualize key themes and strategic areas across a range of contexts including the urban core, central city neighborhoods, suburban areas, and shrinking cities. Lastly, Section V concludes by reflecting on the current state of urban revitalization planning and the emerging challenges the field must face in the future. Urban Revitalization will integrate academic and policy research with professional knowledge and techniques. Its key strength will be the combination of a critical examination of best practices and innovative approaches with an overview of the methods used to understand local situations and urban revitalization processes. A unique feature will be chapter-specific case studies of contemporary urban revitalization projects and questions geared toward generatingclassroom discussion around key issues. The book will be written in an accessible style and thoughtfully organized to provide graduate and upper-level undergraduate students with a comprehensive resource that will also serve as a reference guide for professionals

The Scientific Use of Factor Analysis in Behavioral and Life Sciences

The Scientific Use of Factor Analysis in Behavioral and Life Sciences PDF Author: Raymond Cattell
Publisher: Springer Science & Business Media
ISBN: 1468422626
Category : Science
Languages : en
Pages : 635

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Book Description


Model Rules of Professional Conduct

Model Rules of Professional Conduct PDF Author: American Bar Association. House of Delegates
Publisher: American Bar Association
ISBN: 9781590318737
Category : Law
Languages : en
Pages : 216

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Book Description
The Model Rules of Professional Conduct provides an up-to-date resource for information on legal ethics. Federal, state and local courts in all jurisdictions look to the Rules for guidance in solving lawyer malpractice cases, disciplinary actions, disqualification issues, sanctions questions and much more. In this volume, black-letter Rules of Professional Conduct are followed by numbered Comments that explain each Rule's purpose and provide suggestions for its practical application. The Rules will help you identify proper conduct in a variety of given situations, review those instances where discretionary action is possible, and define the nature of the relationship between you and your clients, colleagues and the courts.