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Books > Social sciences > Sociology, social studies > Social research & statistics > General

Film as Ethnography (Paperback, Illustrated Ed): Peter Crawford, David Turton Film as Ethnography (Paperback, Illustrated Ed)
Peter Crawford, David Turton
R771 Discovery Miles 7 710 Ships in 10 - 15 working days

This work examines the reasons why anthropologists have not used the camera as a research instrument or film as a means of communicating ethnographic knowledge. It suggests that images and words in this discipline operate on different logical levels; that they are hierarchically related; that whereas writings may encompass the images produced by film, the inverse of this cannot be true. The author argues for this position further by suggesting that the visual is to the written mode as "thin description" (giving a record of the form of behaviour) is to "thick description" (giving an account of meaning). -- .

Looking Ahead - Human Factors Challenges in A Changing World (Hardcover): Raymond S Nickerson Looking Ahead - Human Factors Challenges in A Changing World (Hardcover)
Raymond S Nickerson
R1,465 Discovery Miles 14 650 Ships in 10 - 15 working days

This volume aims to review some of the recent developments and trends that seem especially relevant to any attempt to understand near-term-future possibilities; to consider what a variety of knowledgeable people are saying about changes and developments that could occur; and to relate the possibilities to needs and opportunities for human factors research. Human factors, in this case, includes not only the implications of human capabilities and limitations for the design of equipment and machines intended for human use, but also applied psychology in a more general sense. In particular, it is taken to involve social systems as well as physical ones, the interaction of people with the environment as well as with machines, the facilitation of communication between people as well as between people and computers, and the design of policies and procedures as well as the design of equipment. The author's intention is to focus on anticipated problems -- including opportunities as well as difficulties -- and ask how human factors research might contribute to solutions. It is assumed that there are ways in which such research could be useful in addressing societal problems that the profession has not yet realized and that these are more likely to be recognized in the future if the community is actively seeking to identify them.

Data Analysis Using R (Low Priced Edition) - A Primer for Data Scientist (Paperback): Dr Dhaval Maheta Data Analysis Using R (Low Priced Edition) - A Primer for Data Scientist (Paperback)
Dr Dhaval Maheta
R1,071 Discovery Miles 10 710 Ships in 10 - 15 working days
Statistical Deception at Work (Hardcover): John Mauro Statistical Deception at Work (Hardcover)
John Mauro
R4,484 Discovery Miles 44 840 Ships in 10 - 15 working days

Written to reveal statistical deceptions often thrust upon unsuspecting journalists, this book views the use of numbers from a public perspective. Illustrating how the statistical naivete of journalists often nourishes quantitative misinformation, the author's intent is to make journalists more critical appraisers of numerical data so that in reporting them they do not deceive the public. The book frequently uses actual reported examples of misused statistical data reported by mass media and describes how journalists can avoid being taken in by them. Because reports of survey findings seldom give sufficient detail of methods on the actual questions asked, this book elaborates on questions reporters should ask about methodology and how to detect biased questions before reporting the findings to the public. As such, it may be looked upon as an elements of style for reporting statistics.

The Scientific Study of Society (Hardcover, 2003 ed.): Max Steuer The Scientific Study of Society (Hardcover, 2003 ed.)
Max Steuer
R2,913 Discovery Miles 29 130 Ships in 18 - 22 working days

Tradition recognises five social sciences: anthropology, economies, social psychology, sociology, and political science. But who knows what is going on in all five disciplines? Social scientists from one discipline often know little or nothing about the progress made by social scientists from another discipline working on essentially the same social problem. Sometimes, even of a neighbouring discipline is terra incognita. the methodology The problem becomes worse when we widen the remit to natural scientists and engineers. I have found little evidence myself that they see themselves as standing on the other side of an unbridgeable golf between two cultures. They observe the intellectual excesses of those few 'newage' social scientists who see themselves fighting a 'science war', but the ignorance of these innumerate critics is so apparent in their grossly naive attacks on natural science, that they are not taken seriously. However, although natural scientists appreciate that most social science is genuine science, they seldom know much about how and why it is done as it iso This can lead to serious inefficiencies in areas in which the traditional frontiers between social and natural science are melting away. An example is the frontier between the economies of imperfeet competition and evolutionary biology. Reversing the usual bias, the evolutionary biologists commonly know little mathematics, and hence find the game theory literature hard to read, with the result that they often spend their time re-inventing the wheel.

Cognitive Psychology - An Overview for Cognitive Scientists (Hardcover): Lawrence W. Barsalou Cognitive Psychology - An Overview for Cognitive Scientists (Hardcover)
Lawrence W. Barsalou
R4,665 Discovery Miles 46 650 Ships in 10 - 15 working days

This text presents the basic concepts of modern cognitive psychology in a succinct and accessible manner. Empirical results, theoretical developments, and current issues are woven around basic concepts to produce coherent accounts of research areas. Barsalou's primary goal is to equip readers with a conceptual vocabulary that acquaints them with the general approach of cognitive psychology and allows them to follow more technical discussions elsewhere. In meeting this goal, he discusses the traditional work central to modern thinking and reviews current work relevant to cognitive science. Besides focusing on research and theory in cognitive psychology, Barsalou also addresses its fundamental assumptions. Because the cognitive approach to psychology is somewhat subtle, often misunderstood, and sometimes controversial, it is essential for a text on cognitive psychology to address the assumptions that underlie it. Therefore, three of the eleven chapters address the "meta- assumptions" that govern research and theory in cognitive psychology. These meta-chapters provide a deeper understanding of the content areas and a clearer vision of what cognitive psychologists are trying to accomplish. The remaining eight "content" chapters cover the central topics in cognitive psychology. This book will be of value to a variety of audiences. Ideal for researchers in computer science, linguistics, philosophy, anthropology, and neuroscience who wish to acquaint themselves with cognitive psychology, it may also be used as a text for courses in cognitive science and cognitive psychology. Lay readers who wish to learn about the cognitive approach to scientific psychology will also find the volume useful.

Social Survey Methods - A field guide for development workers (Paperback): Paul Nichols Social Survey Methods - A field guide for development workers (Paperback)
Paul Nichols
R485 Discovery Miles 4 850 Ships in 10 - 15 working days

Written for planners and managers in development and relief agencies, Oxfam Development Guidelines draw on Oxfams experience to review current thinking on theory and practice in a range of development and relief fields. Social Survey Methods is a readable guide to selecting and implementing an appropriate, affordable research method. Designed for those without a formal training in statistics, it includes advice on design of survey forms, interview methods and statistical analysis of results.

Using National Data Bases in Educational Research (Hardcover): Thomas L. Hilton Using National Data Bases in Educational Research (Hardcover)
Thomas L. Hilton
R4,509 Discovery Miles 45 090 Ships in 10 - 15 working days

This book's purpose is to enable educational researchers to make better use of the huge longitudinal and cross-sectional data files that are now readily available. Of value to experienced researchers and undergraduates alike, the book focuses primarily on the planning and design of research rather than implementation of data base information. Its chapters address a variety of vital questions including:
* What variables are present in each of the major national data bases?
* What are the problems and dangers in making comparisons across data bases?
* What factors invalidate comparisons of test scores across data bases?
* In what ways can data from certain data bases be physically merged with data from other data bases?
This text clearly demonstrates what can be done with large national data bases and, perhaps equally important, what cannot be done -- or done only if certain precautions are taken.

100 Mysteries? - This book have 100 mysterious scientific questions which are probably unanswered. This book will decode... 100 Mysteries? - This book have 100 mysterious scientific questions which are probably unanswered. This book will decode biggest mysteries in front of you. (Paperback)
Oshin Arora
R258 Discovery Miles 2 580 Ships in 10 - 15 working days
Handbook of Moral Behavior and Development - Volume 2: Research (Hardcover): William M. Kurtines, Jacob Gewirtz, Jacob L. Lamb Handbook of Moral Behavior and Development - Volume 2: Research (Hardcover)
William M. Kurtines, Jacob Gewirtz, Jacob L. Lamb
R1,248 Discovery Miles 12 480 Ships in 10 - 15 working days

The publication of this unique three-volume set represents the culmination of years of work by a large number of scholars, researchers, and professionals in the field of moral development. The literature on moral behavior and development has grown to the point where it is no longer possible to capture the "state of the art" in a single volume. This comprehensive multi-volume Handbook marks an important transition because it provides evidence that the field has emerged as an area of scholarly activity in its own right. Spanning many professional domains, there is a striking variety of issues and topics surveyed: anthropology, biology, economics, education, philosophy, psychology, psychiatry, sociology, social work, and more. By bringing together work on diverse topics, the editors have fostered a mutually-beneficial exchange not only between alternative approaches and perspectives, but also between "applied" and "pure" research interests. The Theory volume presents current and ongoing theoretical advances focusing on new developments or substantive refinements and revisions to existing theoretical frameworks. The Research volume summarizes and interprets the findings of specific, theory-driven, research programs; reviews research in areas that have generated substantial empirical findings; describes recent developments in research methodology/techniques; and reports research on new and emerging issues. The Application volume describes a diverse array of intervention projects - educational, clinical, organizational, and the like. Each chapter includes a summary report of results and findings, conceptual developments, and emerging issues or topics. Since the contributors to this publication are active theorists, researchers, and practitioners, it may serve to define directions that will shape the emerging literature in the field.

Sociology Projects - A Students' Guide (Paperback): David Barrat, Tony Cole Sociology Projects - A Students' Guide (Paperback)
David Barrat, Tony Cole
R1,287 Discovery Miles 12 870 Ships in 10 - 15 working days

"Sociology Projects: A Students' Guide" is a practical guide to project work for sociology students. It includes advice on how to choose a manageable topic, checklists, where to look for useful documents, how not to get overwhelmed by data, when to prepare and how to evaluate a questionnaire, ways of presenting your material to best effect and how to anticipate both the possibilities and the pitfalls of a sociological project.

Test Data Engineering - Latent Rank Analysis, Biclustering, and Bayesian Network (Hardcover, 1st ed. 2022): Kojiro Shojima Test Data Engineering - Latent Rank Analysis, Biclustering, and Bayesian Network (Hardcover, 1st ed. 2022)
Kojiro Shojima
R3,706 Discovery Miles 37 060 Ships in 10 - 15 working days

This is the first technical book that considers tests as public tools and examines how to engineer and process test data, extract the structure within the data to be visualized, and thereby make test results useful for students, teachers, and the society. The author does not differentiate test data analysis from data engineering and information visualization. This monograph introduces the following methods of engineering or processing test data, including the latest machine learning techniques: classical test theory (CTT), item response theory (IRT), latent class analysis (LCA), latent rank analysis (LRA), biclustering (co-clustering), and Bayesian network model (BNM). CTT and IRT are methods for analyzing test data and evaluating students' abilities on a continuous scale. LCA and LRA assess examinees by classifying them into nominal and ordinal clusters, respectively, where the adequate number of clusters is estimated from the data. Biclustering classifies examinees into groups (latent clusters) while classifying items into fields (factors). Particularly, the infinite relational model discussed in this book is a biclustering method feasible under the condition that neither the number of groups nor the number of fields is known beforehand. Additionally, the local dependence LRA, local dependence biclustering, and bicluster network model are methods that search and visualize inter-item (or inter-field) network structure using the mechanism of BNM. As this book offers a new perspective on test data analysis methods, it is certain to widen readers' perspective on test data analysis.

A Guide to SPSS for Analysis of Variance (Hardcover): Gustav. Levine A Guide to SPSS for Analysis of Variance (Hardcover)
Gustav. Levine
R2,796 Discovery Miles 27 960 Ships in 10 - 15 working days

This book offers examples of programs designed for analysis of variance and related statistical tests of significance that can be run with SPSS. The reader may copy these programs directly, changing only the names or numbers of levels of factors according to individual needs. Ways of altering command specifications to fit situations with larger numbers of factors are discussed and illustrated, as are ways of combining program statements to request a variety of analyses in the same program. The first two chapters provide an introduction to the use of SPSS, Versions 3 and 4. General rules concerning the use of commands, subcommands, and keywords are discussed, providing a specific introduction to the use of SPSS for analysis of variance. They provide detailed programs for obtaining omnibus F tests in completely randomized designs and for designs that include repeated measures factors. The remaining chapters may be read independently and in any order.

Improving Inquiry in Social Science - A Volume in Honor of Lee J. Cronbach (Hardcover): Richard E Snow, David E. Wiley Improving Inquiry in Social Science - A Volume in Honor of Lee J. Cronbach (Hardcover)
Richard E Snow, David E. Wiley
R4,527 Discovery Miles 45 270 Ships in 10 - 15 working days

This volume celebrates Lee J. Cronbach's considerable contributions to the methodology of social and behavioral science. Comprised of chapters written by colleagues and contemporaries of the highly influential scholar, it offers a range of ideas, perspectives, and new approaches to improving social science inquiry.

Doing Research: A New Researcher's Guide (Hardcover, 1st ed. 2023): James Hiebert, Jinfa Cai, Stephen Hwang, Anne K... Doing Research: A New Researcher's Guide (Hardcover, 1st ed. 2023)
James Hiebert, Jinfa Cai, Stephen Hwang, Anne K Morris, Charles Hohensee
R1,512 Discovery Miles 15 120 Ships in 18 - 22 working days

This book is about scientific inquiry. Designed for early and mid-career researchers, it is a practical manual for conducting and communicating high-quality research in (mathematics) education. Based on the authors' extensive experience as researchers, as mentors, and as members of the editorial team for the Journal for Research in Mathematics Education (JRME), this book directly speaks to researchers and their communities about each phase of the process for conceptualizing, conducting, and communicating high-quality research in (mathematics) education. In the late 2010s, both JRME and Educational Studies in Mathematics celebrated 50 years of publishing high-quality research in mathematics education. Many advances in the field have occurred since the establishment of these journals, and these anniversaries marked a milestone in research in mathematics education. Indeed, fifty years represents a small step for human history but a giant leap for mathematics education. The educational research community in general (and the mathematics education community in particular) has strongly advocated for original research, placing great emphasis on building knowledge and capacity in the field. Because it is an interdisciplinary field, mathematics education has integrated means and methods for scientific inquiry from multiple disciplines. Now that the field is gaining maturity, it is a good time to take a step back and systematically consider how mathematics education researchers can engage in significant, impactful scientific inquiry.

Statistics: A Tool for Social Research and Data Analysis (Paperback, 11th edition): Joseph Healey, Christopher Donoghue Statistics: A Tool for Social Research and Data Analysis (Paperback, 11th edition)
Joseph Healey, Christopher Donoghue
R1,305 R1,212 Discovery Miles 12 120 Save R93 (7%) Ships in 10 - 15 working days

Extremely student friendly, Healey's STATISTICS: A TOOL FOR SOCIAL RESEARCH AND DATA ANALYSIS, 11e, equips you with a solid understanding of statistical fundamentals and their practical application to current social issues -- no advanced math knowledge required. The text breaks down even the most complex material to help you master key concepts and develop the skills you need as a professional in a social science field -- or simply to become a "statistically literate" consumer of social research. Everyday examples illustrate that statistics are not just abstract mathematical constructs, but they have practical value in government, education, business, media, politics, sports and more. Research examples in every chapter include the same "real data" used by professionals across various fields to make evidence-based decisions. Also available: MindTap digital learning solution.

Basics of Social Research: Qualitative and Quantitative Approaches - Pearson New International Edition (Paperback, 3rd... Basics of Social Research: Qualitative and Quantitative Approaches - Pearson New International Edition (Paperback, 3rd edition)
W. Lawrence Neuman
R2,188 Discovery Miles 21 880 Ships in 10 - 15 working days

Preparing students to do research and understand what research can do. Basics of Social Research helps students understand what research can and cannot do, become better consumers of research, and learn why properly conducted research is important. This text teaches students to be better consumers of research results and understand how the research enterprise works, preparing them to conduct small research projects. Upon completing this text, students will gain an awareness of the capabilities and restrictions of research, and learn why properly conducted research is important. Using clear, accessible language and examples from real research, this text discusses both qualitative and quantitative approaches to social research, emphasizing the benefits of combining various approaches. Learning Goals Upon completing this book, readers should be able to: Recognize that social research is simultaneously a very important enterprise and one that is not beyond you - you can understand it Become better consumers and understand what research can and cannot do Learn how to properly conducted research Acquire a foundation for further learning about doing research and understand that this activity requires dedication, creativity, and mature judgment Note: MySearchLab does not come automatically packaged with this text. To purchase MySearchLab, please visit: www.mysearchlab.com or you can purchase a ValuePack of the text + MySearchLab with Pearson eText (at no additional cost). ValuePack ISBN-10: 0205863671/ ValuePack ISBN-13: 9780205863679

Introduction to Behavioral Research Methods - Pearson New International Edition (Paperback, 6th edition): Mark Leary Introduction to Behavioral Research Methods - Pearson New International Edition (Paperback, 6th edition)
Mark Leary
R2,178 Discovery Miles 21 780 Ships in 10 - 15 working days

Rigorous, yet readable. The author presents the material with sufficient elaboration, explanation, and examples that not only interest the student, but make it understandable. Introduction to Behavioral Research Methods incorporates the four basic approaches to behavioral research (descriptive research, correlational research, experimental research, and quasi-experimental research), and shows students how to conceptualize questions, measure variables, design studies, and analyze data. Chapters on research ethics and scientific writing (including the most recent version of APA style) round out the book. Throughout each chapter, boxes on "Developing Your Research Skills" and "Behavioral Research Case Study" provide practical examples and pique student interest. Teaching & Learning Experience Personalize Learning - MySearchLab delivers proven results in helping students succeed, provides engaging experiences that personalize learning, and comes from a trusted partner with educational expertise and a deep commitment to helping students and instructors achieve their goals. Improve Critical Thinking - New up-to-date Behavioral Research Case Studies help students apply research to practice. Engage Students - The text is designed to make research methods understandable, useful, and interesting for students. Explore Research - Real research, tidbits about the lives of famous researchers, and intriguing controversies that have arisen in behavioral science are included. A lab manual in MySearchLab helps engage students in the research process. Support Instructors - MyTest, PowerPoints, and an instructor's manual offer additional support for instructors. Note: MySearchLab with eText does not come automatically packaged with this text. To purchase MySearchLab with eText, please visit: www.mysearchlab.com or you can purchase a valuepack of the text + MySearchLab with eText (at no additional cost). VP: 0205196284 / 9780205196289

Parents' Involvement in Education - The Experience of an African Immigrant Community in Chicago (Hardcover): Obiefuna J.... Parents' Involvement in Education - The Experience of an African Immigrant Community in Chicago (Hardcover)
Obiefuna J. Onwughalu
R722 R652 Discovery Miles 6 520 Save R70 (10%) Ships in 18 - 22 working days

The Igbo community in Chicago is a newer immigrant community, compared to the German, Polish, Italian, or Irish communities. Just as for these older immigrant communities, education is essential for Igbo immigrants who have come to start a new life in the United States. Adapting well and thriving in the new environment requires immigrants to tread the path of education. The number of Igbo children and other such immigrants is increasing. The way they are educated is important-not only to the individual child, but also to society. Igbo children are enrolled in both public and private schools in the Chicago metropolitan area. "Ka umu anyi wee karia anyi" ("So that our children will be more successful than us") is one of the many reasons Igbo families in Chicago are involved in the education of their children. Education of children occurs in the home, the school, and the community. This study seeks to understand the nature of parental engagement of Igbo families in Chicago in the education of their children. Not all immigrants are the same. Knowing about Igbo experiences will enable scholars and educators to recognize both similarities with and differences from other immigrant communities. It is immaterial whether their kind of involvement fits the prescribed or standardized form of parental involvement in the literature or in practice elsewhere. The crucial question is, given their circumstances, are Igbo parents' perceptions and practices of parental involvement promoting the education of their children in Chicago?

Game Equilibrium Models IV - Social and Political Interaction (Hardcover, 1991 ed.): Reinhard. Selten Game Equilibrium Models IV - Social and Political Interaction (Hardcover, 1991 ed.)
Reinhard. Selten; Contributions by R. Avenhaus, R. Gardner, W. Guth, R.K. Huber, …
R2,855 Discovery Miles 28 550 Ships in 18 - 22 working days

The four volumes of Game Equilibrium Models present applications of non-cooperative game theory. Problems of strategic interaction arising in biology, economics, political science and the social sciences in general are treated in 42 papers on a wide variety of subjects. Internationally known authors with backgrounds in various disciplines have contributed original research. The reader finds innovative modelling combined with advanced methods of analysis. The four volumes are the outcome of a research year at the Center for Interdisciplinary Studies of the University of Bielefeld. The close interaction of an international interdisciplinary group of researchers has produced an unusual collection of remarkable results of great interest for everybody who wants to be informed on the scope, potential, and future direction of work in applied game theory. Volume IV Social and Political Interaction contains game equilibrium models focussing on social and political interaction within communities or states or between states, i.e. national and international social and political interaction. Specific aspects of those interactions are modelled as non-cooperative games and their equilibria are analysed.

Development of the Settlement Network in the Central European Countries - Past, Present, and Future (Hardcover, 2012): Tamas... Development of the Settlement Network in the Central European Countries - Past, Present, and Future (Hardcover, 2012)
Tamas Csapo, Andras Balogh
R5,179 Discovery Miles 51 790 Ships in 18 - 22 working days

This volume intends to summarize the most important changes in the Central European countries and their settlement network emphasizing the last 20 years since the collapse of the Iron Curtain.

Advances in Modern Tourism Research - Economic Perspectives (Hardcover, 2007 ed.): Alvaro Matias, Peter Nijkamp, Paulo Neto Advances in Modern Tourism Research - Economic Perspectives (Hardcover, 2007 ed.)
Alvaro Matias, Peter Nijkamp, Paulo Neto
R2,859 Discovery Miles 28 590 Ships in 18 - 22 working days

Modern Advances in Tourism Research provides a thorough assessment of state-of-the-art academic research in this recent field of economic science. The authors start by scoping the scene of tourism research, evolving then to a comprehensive analysis of themes of particular interest for researchers and academics interested on the workings of the tourism markets, such as new analysis frameworks in tourism economics and new operational tools in tourism research. With a view to go beyond fundamental research, the book closes with a chapter dedicated to applied country and regional studies, where a variety of subjects a " from input-output analysis to e-tourism competitiveness a " are analysed from an alternative micro-perspective.

Dynamic Models and Discrete Event Simulation (Hardcover): W. DeLaney Dynamic Models and Discrete Event Simulation (Hardcover)
W. DeLaney
R6,365 Discovery Miles 63 650 Ships in 10 - 15 working days

This book aims to clarify exactly how simulation studies can be carried out in the system theory paradigm, while providing a realistically complete coverage of (discrete event) simulation in its more traditional aspects. It focuses on the subclass of predictive, generative and dynamic system models.

Event History Analysis - Statistical theory and Application in the Social Sciences (Hardcover): Hans-Peter Blossfeld, Alfred... Event History Analysis - Statistical theory and Application in the Social Sciences (Hardcover)
Hans-Peter Blossfeld, Alfred Hamerle, Karl Ulrich Mayer
R2,813 Discovery Miles 28 130 Ships in 10 - 15 working days

Serving as both a student textbook and a professional reference/handbook, this volume explores the statistical methods of examining time intervals between successive state transitions or events. Examples include: survival rates of patients in medical studies, unemployment periods in economic studies, or the period of time it takes a criminal to break the law after his release in a criminological study. The authors illustrate the entire research path required in the application of event-history analysis, from the initial problems of recording event-oriented data to the specific questions of data organization, to the concrete application of available program packages and the interpretation of the obtained results. Event History Analysis: * makes didactically accessible the inclusion of covariates in semi-parametric and parametric regression models based upon concrete examples * presents the unabbreviated close relationship underlying statistical theory * details parameter-free methods of analysis of event-history data and the possibilities of their graphical presentation * discusses specific problems of multi-state and multi-episode models * introduces time-varying covariates and the question of unobserved population heterogeneity * demonstrates, through examples, how to implement hypotheses tests and how to choose the right model.

An R Companion for the Third Edition of The Fundamentals of Political Science Research (Paperback): Paul M. Kellstedt, Guy D.... An R Companion for the Third Edition of The Fundamentals of Political Science Research (Paperback)
Paul M. Kellstedt, Guy D. Whitten
R652 Discovery Miles 6 520 Ships in 10 - 15 working days

An R Companion for the Third Edition of The Fundamentals of Political Science Research offers students a chance to delve into the world of R using real political data sets and statistical analysis techniques directly from Paul M. Kellstedt and Guy D. Whitten's best-selling textbook. Built in parallel with the main text, this workbook teaches students to apply the techniques they learn in each chapter by reproducing the analyses and results from each lesson using R. Students will also learn to create all of the tables and figures found in the textbook, leading to an even greater mastery of the core material. This accessible, informative, and engaging companion walks through the use of R step-by-step, using command lines and screenshots to demonstrate proper use of the software. With the help of these guides, students will become comfortable creating, editing, and using data sets in R to produce original statistical analyses for evaluating causal claims. End-of-chapter exercises encourage this innovation by asking students to formulate and evaluate their own hypotheses.

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