Download or read book R in Action written by Robert Kabacoff and published by Manning Publications. This book was released on 2015-03-03 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: R is a powerful language for statistical computing and graphics that can handle virtually any data-crunching task. It runs on all important platforms and provides thousands of useful specialized modules and utilities. This makes R a great way to get meaningful information from mountains of raw data. R in Action, Second Edition is a language tutorial focused on practical problems. Written by a research methodologist, it takes a direct and modular approach to quickly give readers the information they need to produce useful results. Focusing on realistic data analyses and a comprehensive integration of graphics, it follows the steps that real data analysts use to acquire their data, get it into shape, analyze it, and produce meaningful results that they can provide to clients. Purchase of the print book comes with an offer of a free PDF eBook from Manning. Also available is all code from the book.

Download or read book Action Research written by Jerry W. Willis and published by IAP. This book was released on 2014-08-01 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first three chapters of Action Research: Models, Methods, and Examples covers the history, foundations, and basics of conducting action research projects. In those chapters you will learn about the origins of action research as well as about the different methods and models of action research - from the original approaches used by Kurt Lewin and his students in the 1940s and 1950s to the diversity of current approaches to AR that are used to develop both solutions to real world problems and to construct a better understanding of important issues and concern in communities, schools, businesses, and organizations. The nine chapters in the second part of the book illustrate the many ways action research is practiced today. Those chapters illustrate the use of action research methods to accomplish everything from individual personal professional development to changing policies and practices in large organizations and systems. The chapters detail many specific methods of doing AR such as participatory action research, emancipatory action research, designbased action research, collaborative inquiry, and many others.

Download or read book The SAGE Encyclopedia of Action Research written by David Coghlan and published by SAGE. This book was released on 2014-08-11 with total page 2106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Action research is a term used to describe a family of related approaches that integrate theory and action with a goal of addressing important organizational, community, and social issues together with those who experience them. It focuses on the creation of areas for collaborative learning and the design, enactment and evaluation of liberating actions through combining action and research, reflection and action in an ongoing cycle of cogenerative knowledge. While the roots of these methodologies go back to the 1940s, there has been a dramatic increase in research output and adoption in university curricula over the past decade. This is now an area of high popularity among academics and researchers from various fields—especially business and organization studies, education, health care, nursing, development studies, and social and community work. The SAGE Encyclopedia of Action Research brings together the many strands of action research and addresses the interplay between these disciplines by presenting a state-of-the-art overview and comprehensive breakdown of the key tenets and methods of action research as well as detailing the work of key theorists and contributors to action research.

Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

Download or read book Driven by Data written by Paul Bambrick-Santoyo and published by John Wiley & Sons. This book was released on 2010-04-12 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers a practical guide for improving schools dramatically that will enable all students from all backgrounds to achieve at high levels. Includes assessment forms, an index, and a DVD.

Download or read book Toward a Structural Theory of Action written by Peter H. Rossi and published by Academic Press. This book was released on 2013-10-22 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Toward a Structural Theory of Action: Network Models of Social Structure, Perception, and Action centers on the concept of social structure, perceptions, and actions, as well as the strategies through which these concepts guide empirical research. This book also proposes a model of status/role-sets as patterns of relationships defining positions in the social topology. This text consists of nine chapters separated into three parts. Chapter 1 introduces the goals and organization of the book. Chapters 2-4 provide analytical synopsis of available network models of social differentiation, and then use these models in describing actual stratification. Chapter 5 presents a model in which actor interests are captured. Subsequent chapter assesses the empirical adequacy of the two predictions described in this book. Then, other chapters provide a network model of constraint and its empirical adequacy. This book will be valuable to anthropologists, economists, political scientists, and psychologists.

Download or read book Data Wise Revised and Expanded Edition written by Kathryn Parker Boudett and published by Harvard Education Press. This book was released on 2020-08-26 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Wise: A Step-by-Step Guide to Using Assessment Results to Improve Teaching and Learning presents a clear and carefully tested blueprint for school leaders. It shows how examining test scores and other classroom data can become a catalyst for important schoolwide conversations that will enhance schools’ abilities to capture teachers’ knowledge, foster collaboration, identify obstacles to change, and enhance school culture and climate. This revised and expanded edition captures the learning that has emerged in integrating the Data Wise process into school practice and brings the book up-to-date with recent developments in education and technology including: The shift to the Common Core State Standards. New material on the “ACE Habits of Mind”: practices that prioritize Action, Collaboration, and Evidence as part of transforming school culture. A new chapter on “How We Improve,” based on experiences implementing Data Wise and to address two common questions: “Where do I start?” and “How long will it take?” Other revisions take into account changes in the roles of school data teams and instructional leadership teams in guiding the inquiry process. The authors have also updated exhibits, examples, and terminology throughout and have added new protocols and resources.

Download or read book Mathematics for Action written by UNESCO and published by UNESCO Publishing. This book was released on 2022-03-11 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Data and Models in Action written by A. Stein and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Under leadership of CT de Wit a large amount of modeling, building prototypes and also application, was carried out in the 1970s and 1980s. Comprehensive models were built, evaluated and carefully documented in the areas of crop growth production, plant breeding, soil water and nutrients, and in crop protection. Simulation techniques and biophysical theories developed in parallel. Simulation and experimentation always went hand in hand. Much of this work is documented in a long series of PhD theses under supervision of De Wit, in the series of Simulation Monographs (PUDOC), and in numerous other publications. This work has inspired many scientists across the global science community. The CT de Wit Graduate School of Production Ecology (PE) of the Wageningen University builds further on this platform and finds new subjects for research on and with models, and data. The PE platform provides also an excellent opportunity to develop contacts, cooperation and joint software with research groups in related fields and abroad. This book precipitates from such an exploration in new directions. We realize that modem information systems and statistics can offer a substantial contribution to the modelling framework. Good examples can be found here, and these provide a clear direction for the years to come.

Download or read book Process Mining written by Wil M. P. van der Aalst and published by Springer. This book was released on 2016-04-15 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the second edition of Wil van der Aalst’s seminal book on process mining, which now discusses the field also in the broader context of data science and big data approaches. It includes several additions and updates, e.g. on inductive mining techniques, the notion of alignments, a considerably expanded section on software tools and a completely new chapter of process mining in the large. It is self-contained, while at the same time covering the entire process-mining spectrum from process discovery to predictive analytics. After a general introduction to data science and process mining in Part I, Part II provides the basics of business process modeling and data mining necessary to understand the remainder of the book. Next, Part III focuses on process discovery as the most important process mining task, while Part IV moves beyond discovering the control flow of processes, highlighting conformance checking, and organizational and time perspectives. Part V offers a guide to successfully applying process mining in practice, including an introduction to the widely used open-source tool ProM and several commercial products. Lastly, Part VI takes a step back, reflecting on the material presented and the key open challenges. Overall, this book provides a comprehensive overview of the state of the art in process mining. It is intended for business process analysts, business consultants, process managers, graduate students, and BPM researchers.

Download or read book Network Models for Data Science written by Alan Julian Izenman and published by Cambridge University Press. This book was released on 2022-12-31 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to describe modern methods for analyzing complex networks arising from a wide range of disciplines.

Download or read book Action Research in Healthcare written by Elizabeth Koshy and published by SAGE. This book was released on 2010-11-17 with total page 213 pages. Available in PDF, EPUB and Kindle. Book excerpt: Action Research in Healthcare is a practical guide to using research for improving practice in healthcare contexts. As an increasingly popular method of inquiry, action research is widely used in healthcare to investigate professional practice and patients' experience while simultaneously: - introducing innovations - planning, actioning and evaluating new ideas - seeking to improve patient care - working collaboratively. Taking you through the process step-by-step, Action Research in Healthcare explains how to tackle each stage of your project - from planning the study and undertaking a literature review, through to gathering and interpreting data and implementing findings. Examples of action research projects are included throughout to illustrate how the method works in practice. Action Research in Healthcare assumes no previous knowledge of the subject and is the ideal resource for anyone about to start or already involved in a project.

Download or read book Action Research for Educational Change written by John Elliot and published by McGraw-Hill Education (UK). This book was released on 1991-04-16 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is concerned with action research as a form of teacher professional development. In it, John Elliot traces the historical emergence and current significance of action research in schools. He examines action research as a "cultural innovation" with transformative possibilities for both the professional culture of teachers and teacher educators in academia and explores how action research can be a form of creative resistance to the technical rationality underpinning government policy. He explains the role of action research in the specific contexts of the national curriculum, teacher appraisal and competence-based teacher training.

Download or read book Doing Action Research in Your Own Organization written by David Coghlan and published by SAGE. This book was released on 2009-10-21 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Doing Action Research in Your Own Organization is the essential resource for anyone embarking on a research project in their own organization or as part of a work placement programme whether in business, healthcare, government, education, social work or third sector organizations. The authors provide an easy-to-follow, hands-on guide to every aspect of conducting an action research project and have added in the Third Edition: - more on politics and ethics to help researchers negotiate gaining access and permission, and building and maintaining support from peers and relevant subsystems within an organization - more on writing an action research dissertation, and treatment of sensitive issues such as: giving feedback to one’s superiors and peers, disseminating the research to the wider community, and handling interpretations or outcomes which may be perceived negatively by the organization involved. - more case examples and reflective exercises taken from a wide variety of organizational settings to aid students and researchers whatever their background discipline.

Download or read book Action Research written by Jean McNiff and published by Routledge. This book was released on 2002-01-22 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the first edition of this established text was published in 1988, action research has gained ground as a popular method amongst educational researchers, and in particular for practising teachers doing higher-level courses. In this new edition Jean McNiff provides updates on methodological discussions and includes new sections of case study material and information on supporting action research. The book raises issues about how action research is theorised, whether it is seen as a spectator discipline or as a real life practice, and how practitioners position themselves within the debate. It discusses the importance for educators of understanding their own work and showing how their educative influence can lead to the development of good orders in formal and informal learning settings and in the wider community. This second edition comes at a time when, after years of debate over what counts as action research, it is now considered an acceptable and useful part of mainstream research practice.

Download or read book Go in Action written by Erik St. Martin and published by Simon and Schuster. This book was released on 2015-11-04 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Go in Action introduces the Go language, guiding you from inquisitive developer to Go guru. The book begins by introducing the unique features and concepts of Go. Then, you'll get hands-on experience writing real-world applications including websites and network servers, as well as techniques to manipulate and convert data at speeds that will make your friends jealous. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Application development can be tricky enough even when you aren't dealing with complex systems programming problems like web-scale concurrency and real-time performance. While it's possible to solve these common issues with additional tools and frameworks, Go handles them right out of the box, making for a more natural and productive coding experience. Developed at Google, Go powers nimble startups as well as big enterprises—companies that rely on high-performing services in their infrastructure. About the Book Go in Action is for any intermediate-level developer who has experience with other programming languages and wants a jump-start in learning Go or a more thorough understanding of the language and its internals. This book provides an intensive, comprehensive, and idiomatic view of Go. It focuses on the specification and implementation of the language, including topics like language syntax, Go's type system, concurrency, channels, and testing. What's Inside Language specification and implementation Go's type system Internals of Go's data structures Testing and benchmarking About the Reader This book assumes you're a working developer proficient with another language like Java, Ruby, Python, C#, or C++. About the Authors William Kennedy is a seasoned software developer and author of the blog GoingGo.Net. Brian Ketelsen and Erik St. Martin are the organizers of GopherCon and coauthors of the Go-based Skynet framework. Table of Contents Introducing Go Go quick-start Packaging and tooling Arrays, slices, and maps Go's type system Concurrency Concurrency patterns Standard library Testing and benchmarking

Download or read book Action Research written by Ernest T. Stringer and published by SAGE Publications. This book was released on 2020-08-26 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Action Research is an invaluable guide to both novice and experienced researchers from a diversity of disciplines, backgrounds, and levels of study for understanding how action research works in real-life contexts. The Fifth Edition builds on the experiences of the authors by acknowledging the dramatic changes taking place in our everyday lives, including developments of social and digital media that have become central to modern life. Author Ernest T. Stringer and new co-author Alfredo Ortiz Aragón aim to provide a meaningful methodology arising from their extensive field experience for both students and practitioners. Presenting research that produces practical, effective, and sustainable outcomes to real-world problems, Action Research helps students see the value of their research in a broader context, beyond academia, to effecting change on a larger scale. Additional resources can be found at the authors’ website