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Author : Donald Thomas Campbell
Publisher :
ISBN 13 :
Total Pages : 202 pages
Book Rating : 4.:/5 (115 download)
Download or read book PRIMER ON REGRESSION ARTIFACTS written by Donald Thomas Campbell and published by . This book was released on with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Neil J. Salkind
Publisher : SAGE Publications
ISBN 13 : 1452265828
Total Pages : 1779 pages
Book Rating : 4.4/5 (522 download)
Download or read book Encyclopedia of Research Design written by Neil J. Salkind and published by SAGE Publications. This book was released on 2010-06-22 with total page 1779 pages. Available in PDF, EPUB and Kindle. Book excerpt: To request a free 30-day online trial to this product, visit www.sagepub.com/freetrial Research design can be daunting for all types of researchers. At its heart it might be described as a formalized approach toward problem solving, thinking, and acquiring knowledge—the success of which depends upon clearly defined objectives and appropriate choice of statistical tools, tests, and analysis to meet a project's objectives. Comprising more than 500 entries, the Encyclopedia of Research Design explains how to make decisions about research design, undertake research projects in an ethical manner, interpret and draw valid inferences from data, and evaluate experiment design strategies and results. Two additional features carry this encyclopedia far above other works in the field: bibliographic entries devoted to significant articles in the history of research design and reviews of contemporary tools, such as software and statistical procedures, used to analyze results. Key Features Covers the spectrum of research design strategies, from material presented in introductory classes to topics necessary in graduate research Addresses cross- and multidisciplinary research needs, with many examples drawn from the social and behavioral sciences, neurosciences, and biomedical and life sciences Provides summaries of advantages and disadvantages of often-used strategies Uses hundreds of sample tables, figures, and equations based on real-life cases Key Themes Descriptive Statistics Distributions Graphical Displays of Data Hypothesis Testing Important Publications Inferential Statistics Item Response Theory Mathematical Concepts Measurement Concepts Organizations Publishing Qualitative Research Reliability of Scores Research Design Concepts Research Designs Research Ethics Research Process Research Validity Issues Sampling Scaling Software Applications Statistical Assumptions Statistical Concepts Statistical Procedures Statistical Tests Theories, Laws, and Principles Types of Variables Validity of Scores The Encyclopedia of Research Design is the perfect instrument for new learners as well as experienced researchers to explore both the original and newest branches of the field.
Author : Jacob Cohen
Publisher : Routledge
ISBN 13 : 1134800940
Total Pages : 735 pages
Book Rating : 4.1/5 (348 download)
Download or read book Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences written by Jacob Cohen and published by Routledge. This book was released on 2013-06-17 with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt: This classic text on multiple regression is noted for its nonmathematical, applied, and data-analytic approach. Readers profit from its verbal-conceptual exposition and frequent use of examples. The applied emphasis provides clear illustrations of the principles and provides worked examples of the types of applications that are possible. Researchers learn how to specify regression models that directly address their research questions. An overview of the fundamental ideas of multiple regression and a review of bivariate correlation and regression and other elementary statistical concepts provide a strong foundation for understanding the rest of the text. The third edition features an increased emphasis on graphics and the use of confidence intervals and effect size measures, and an accompanying website with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT, at www.psypress.com/9780805822236 . Applied Multiple Regression serves as both a textbook for graduate students and as a reference tool for researchers in psychology, education, health sciences, communications, business, sociology, political science, anthropology, and economics. An introductory knowledge of statistics is required. Self-standing chapters minimize the need for researchers to refer to previous chapters.
Author : Diane Ravitch
Publisher : Brookings Institution Press
ISBN 13 : 9780815718833
Total Pages : 402 pages
Book Rating : 4.7/5 (188 download)
Download or read book Brookings Papers on Education Policy: 2002 written by Diane Ravitch and published by Brookings Institution Press. This book was released on 2010-12-01 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Published annually, Brookings Papers on Education Policy (BPEP) analyzes policies intended to improve student performance. In each volume, some of the best-informed analysts in various disciplines review the current situation in education and consider programs for reform. In this fifth annual issue of the series, prominent educators and other social scientists discuss accountability and its consequences for students. Contents include: ¡°Grade Retention and Social Promotion in Texas, 1994-99¡± A. Gary Dworkin, Jon Lorence, Laurence Toenjes, and Antwanette Hill (University of Houston) ¡°Reform, Resistance... Retreat? The Predictable Policies of Accountability in Virginia¡± Frederick Hess (University of Virginia) ¡°School Accountability in California: An Early Evaluation¡± Julian Betts (UC San Diego and Public Policy Institute of California) and Anne Danenberg (Public Policy Institute of California) ¡°Standards and Accountability in Washington State¡± (Paul Hill and Robin Lake (University of Washington) ¡°Volatility in School Test Scores: Implications for Test-Based Accountability Systems¡± Tom Kane (Kennedy School of Government, Harvard University) and Douglas O Staiger (Dartmouth College) ¡°Building a High-Quality Assessment Program: The Philadelphia Example¡± Andy Porter (Wisconsin Center for Education and Research) and Mitchell Chester (Philadelphia School System) ¡°Accountability in Chicago¡± Alfred Hess (Northwestern University)
Author : Bruce B. Frey
Publisher : SAGE Publications
ISBN 13 : 1071812106
Total Pages : 3889 pages
Book Rating : 4.0/5 (718 download)
Download or read book The SAGE Encyclopedia of Research Design written by Bruce B. Frey and published by SAGE Publications. This book was released on 2022-01-27 with total page 3889 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Encyclopedia of Research Design maps out how one makes decisions about research design, interprets data, and draws valid inferences, undertakes research projects in an ethical manner, and evaluates experimental design strategies and results. From A-to-Z, this four-volume work covers the spectrum of research design strategies and topics including, among other things: fundamental research design principles, ethics in the research process, quantitative versus qualitative and mixed-method designs, completely randomized designs, multiple comparison tests, diagnosing agreement between data and models, fundamental assumptions in analysis of variance, factorial treatment designs, complete and incomplete block designs, Latin square and related designs, hierarchical designs, response surface designs, split-plot designs, repeated measures designs, crossover designs, analysis of covariance, statistical software packages, and much more. Research design, with its statistical underpinnings, can be especially daunting for students and novice researchers. At its heart, research design might be described simply as a formalized approach toward problem solving, thinking, and acquiring knowledge, the success of which depends upon clearly defined objectives and appropriate choice of statistical design and analysis to meet those objectives. The SAGE Encyclopedia of Research Design will assist students and researchers with their work while providing vital information on research strategies.
Author : Charles S. Reichardt
Publisher : Guilford Publications
ISBN 13 : 1462540252
Total Pages : 382 pages
Book Rating : 4.4/5 (625 download)
Download or read book Quasi-Experimentation written by Charles S. Reichardt and published by Guilford Publications. This book was released on 2019-08-15 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring engaging examples from diverse disciplines, this book explains how to use modern approaches to quasi-experimentation to derive credible estimates of treatment effects under the demanding constraints of field settings. Foremost expert Charles S. Reichardt provides an in-depth examination of the design and statistical analysis of pretest-posttest, nonequivalent groups, regression discontinuity, and interrupted time-series designs. He details their relative strengths and weaknesses and offers practical advice about their use. Reichardt compares quasi-experiments to randomized experiments and discusses when and why the former might be a better choice. Modern moethods for elaborating a research design to remove bias from estimates of treatment effects are described, as are tactics for dealing with missing data and noncompliance with treatment assignment. Throughout, mathematical equations are translated into words to enhance accessibility.
Author : Joachim I. Krueger
Publisher : Psychology Press
ISBN 13 : 1136988572
Total Pages : 318 pages
Book Rating : 4.1/5 (369 download)
Download or read book Social Judgment and Decision Making written by Joachim I. Krueger and published by Psychology Press. This book was released on 2012-05-04 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume brings together classic key concepts and innovative theoretical ideas in the psychology of judgment and decision-making in social contexts. The chapters of the first section address the basic psychological processes underlying judgment and decision-making. The guiding question is "What information comes to mind and how is it transformed?" The second section poses the question of how social judgments and decisions are to be evaluated. The chapters in this section present new quantitative models that help separate various forms of accuracy and bias. The third section shows how judgments and decisions are shaped by ecological constraints. These chapters show how many seemingly complex configurations of social information are tractable by relatively simple statistical heuristics. The fourth section explores the relevance of research on judgment and decision making for specific tasks of personal or social relevance. These chapters explore how individuals can efficiently select mates, form and maintain friendship alliances, judiciously integrate their attitudes with those of a group, and help shape policies that are rational and morally sound. The book is intended as an essential resource for senior undergraduates, postgraduates, researchers, and practitioners.
Author : A. T. Panter
Publisher : Routledge
ISBN 13 : 1136888721
Total Pages : 508 pages
Book Rating : 4.1/5 (368 download)
Download or read book Handbook of Ethics in Quantitative Methodology written by A. T. Panter and published by Routledge. This book was released on 2011-03-01 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive Handbook is the first to provide a practical, interdisciplinary review of ethical issues as they relate to quantitative methodology including how to present evidence for reliability and validity, what comprises an adequate tested population, and what constitutes scientific knowledge for eliminating biases. The book uses an ethical framework that emphasizes the human cost of quantitative decision making to help researchers understand the specific implications of their choices. The order of the Handbook chapters parallels the chronology of the research process: determining the research design and data collection; data analysis; and communicating findings. Each chapter: Explores the ethics of a particular topic Identifies prevailing methodological issues Reviews strategies and approaches for handling such issues and their ethical implications Provides one or more case examples Outlines plausible approaches to the issue including best-practice solutions. Part 1 presents ethical frameworks that cross-cut design, analysis, and modeling in the behavioral sciences. Part 2 focuses on ideas for disseminating ethical training in statistics courses. Part 3 considers the ethical aspects of selecting measurement instruments and sample size planning and explores issues related to high stakes testing, the defensibility of experimental vs. quasi-experimental research designs, and ethics in program evaluation. Decision points that shape a researchers’ approach to data analysis are examined in Part 4 – when and why analysts need to account for how the sample was selected, how to evaluate tradeoffs of hypothesis-testing vs. estimation, and how to handle missing data. Ethical issues that arise when using techniques such as factor analysis or multilevel modeling and when making causal inferences are also explored. The book concludes with ethical aspects of reporting meta-analyses, of cross-disciplinary statistical reform, and of the publication process. This Handbook appeals to researchers and practitioners in psychology, human development, family studies, health, education, sociology, social work, political science, and business/marketing. This book is also a valuable supplement for quantitative methods courses required of all graduate students in these fields.
Author : Joseph P. Forgas
Publisher : Routledge
ISBN 13 : 1000368904
Total Pages : 392 pages
Book Rating : 4.0/5 (3 download)
Download or read book The Psychology of Populism written by Joseph P. Forgas and published by Routledge. This book was released on 2021-02-19 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recent rise of populist politics represent a major challenge for liberal democracies. This important book explores the psychological reasons for the rise of populism, featuring contributions from leading international researchers in the fields of psychology and political science. Unlike liberal democracy based on the Enlightenment values of individual freedom, autonomy and rationality, both right-wing and left-wing populism offer collectivist, autocratic formulations reminiscent of the evolutionary history and tribal instincts of our species. The book offers a comprehensive overview of the psychology of populism, covering such phenomena as identity seeking, anger and fear, collective narcissism, grievance, norms, perceptions of powerlessness and deprivation, authoritarianism, nationalism, radicalism, propaganda and persuasion, ethnocentrism, xenophobia and the effects of globalization. The book is divided into four parts. Part I deals with the motivational and emotional factors that attract voters to populist causes, and the human needs and values that populist movements satisfy. Part II analyzes the cognitive features of populist appeals, especially their emphasis on simplicity, epistemic certainty and moral absolutism. Part III turns to one of the defining features of populism: its offer of a powerful tribal identity and collectivist ideology that provide meaning and personal significance to its followers. Finally, in Part IV, the propaganda tactics used by populist movements are analysed, including the role of charismatic leadership, authoritarianism, and nationalism and the use of conspiracy narratives and persuasive strategies. This is fascinating reading on a highly topical issue. The book will be of interest to students, researchers, and applied professionals in all areas of psychology and the social sciences as a textbook or reference book, and to anyone interested in the global rise of populism.
Author : Lawrence Hubert
Publisher : CRC Press
ISBN 13 : 1439873682
Total Pages : 588 pages
Book Rating : 4.4/5 (398 download)
Download or read book A Statistical Guide for the Ethically Perplexed written by Lawrence Hubert and published by CRC Press. This book was released on 2012-09-25 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: For disciplines concerned with human well-being, such as medicine, psychology, and law, statistics must be used in accordance with standards for ethical practice. A Statistical Guide for the Ethically Perplexed illustrates the proper use of probabilistic and statistical reasoning in the behavioral, social, and biomedical sciences. Designed to be consulted when learning formal statistical techniques, the text describes common instances of both correct and false statistical and probabilistic reasoning. Lauded for their contributions to statistics, psychology, and psychometrics, the authors make statistical methods relevant to readers’ day-to-day lives by including real historical situations that demonstrate the role of statistics in reasoning and decision making. The historical vignettes encompass the English case of Sally Clark, breast cancer screening, risk and gambling, the Federal Rules of Evidence, "high-stakes" testing, regulatory issues in medicine, difficulties with observational studies, ethics in human experiments, health statistics, and much more. In addition to these topics, seven U.S. Supreme Court decisions reflect the influence of statistical and psychometric reasoning and interpretation/misinterpretation. Exploring the intersection of ethics and statistics, this comprehensive guide assists readers in becoming critical and ethical consumers and producers of statistical reasoning and analyses. It will help them reason correctly and use statistics in an ethical manner.
Author : Glynis M Breakwell
Publisher : SAGE
ISBN 13 : 1446260275
Total Pages : 619 pages
Book Rating : 4.4/5 (462 download)
Download or read book Research Methods in Psychology written by Glynis M Breakwell and published by SAGE. This book was released on 2012-04-20 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methods in Psychology has been substantially revised in its fourth edition. Continuing to offer enviable coverage of the research methods that psychology students at intermediate levels need to cover in their course, the textbook has now been broadened to cover the full suite of beginner level research methods too. The result is extensive coverage of psychological methods, both quantitative and qualitative, and a textbook that will serve students perfectly from day one in their course at university. Research Methods in Psychology in its fourth edition includes: • Extended statistical coverage, including new chapters on Descriptive Statistics, Inferential Statistics, ANOVA, Regression and Correlation, and Latent Variable Models • Further New Chapters on Content Analysis and Writing up your Research • New introductory sections placing each method in context and showing students how they relate to the bigger ′real world′ picture. • Intuitive structure and visual layout makes the book easy to navigate so you can quickly find the content you need. This textbook is ideal for beginner and intermediate level psychological research methods students worldwide. Visit the Research Methods in Psychology companion website www.sagepub.co.uk/breakwell4e to take advantage of additional resources for students and lecturers.
Author : Richard McCleary
Publisher : Oxford University Press
ISBN 13 : 0190661585
Total Pages : 352 pages
Book Rating : 4.1/5 (96 download)
Download or read book Design and Analysis of Time Series Experiments written by Richard McCleary and published by Oxford University Press. This book was released on 2017-05-11 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design and Analysis of Time Series Experiments presents the elements of statistical time series analysis while also addressing recent developments in research design and causal modeling. A distinguishing feature of the book is its integration of design and analysis of time series experiments. Readers learn not only how-to skills but also the underlying rationales for design features and analytical methods. ARIMA algebra, Box-Jenkins-Tiao models and model-building strategies, forecasting, and Box-Tiao impact models are developed in separate chapters. The presentation of the models and model-building assumes only exposure to an introductory statistics course, with more difficult mathematical material relegated to appendices. Separate chapters cover threats to statistical conclusion validity, internal validity, construct validity, and external validity with an emphasis on how these threats arise in time series experiments. Design structures for controlling the threats are presented and illustrated through examples. The chapters on statistical conclusion validity and internal validity introduce Bayesian methods, counterfactual causality, and synthetic control group designs. Building on the earlier time series books by McCleary and McDowall, Design and Analysis of Time Series Experiments includes recent developments in modeling, and considers design issues in greater detail than does any existing work. Drawing examples from criminology, economics, education, pharmacology, public policy, program evaluation, public health, and psychology, the text is addressed to researchers and graduate students in a wide range of behavioral, biomedical and social sciences. It will appeal to those who want to conduct or interpret time series experiments, as well as to those interested in research designs for causal inference.
Author : Harry T. Reis
Publisher : Cambridge University Press
ISBN 13 : 9780521559034
Total Pages : 574 pages
Book Rating : 4.5/5 (59 download)
Download or read book Handbook of Research Methods in Social and Personality Psychology written by Harry T. Reis and published by Cambridge University Press. This book was released on 2000-03-13 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, first published in 2000, provides an overview of research methods in contemporary social psychology.
Author : Jason Newsom
Publisher : Routledge
ISBN 13 : 1136705473
Total Pages : 407 pages
Book Rating : 4.1/5 (367 download)
Download or read book Longitudinal Data Analysis written by Jason Newsom and published by Routledge. This book was released on 2013-06-19 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides accessible treatment to state-of-the-art approaches to analyzing longitudinal studies. Comprehensive coverage of the most popular analysis tools allows readers to pick and choose the techniques that best fit their research. The analyses are illustrated with examples from major longitudinal data sets including practical information about their content and design. Illustrations from popular software packages offer tips on how to interpret the results. Each chapter features suggested readings for additional study and a list of articles that further illustrate how to implement the analysis and report the results. Syntax examples for several software packages for each of the chapter examples are provided at www.psypress.com/longitudinal-data-analysis. Although many of the examples address health or social science questions related to aging, readers from other disciplines will find the analyses relevant to their work. In addition to demonstrating statistical analysis of longitudinal data, the book shows how to interpret and analyze the results within the context of the research design. The methods covered in this book are applicable to a range of applied problems including short- to long-term longitudinal studies using a range of sample sizes. The book provides non-technical, practical introductions to the concepts and issues relevant to longitudinal analysis. Topics include use of publicly available data sets, weighting and adjusting for complex sampling designs with longitudinal studies, missing data and attrition, measurement issues related to longitudinal research, the use of ANOVA and regression for average change over time, mediation analysis, growth curve models, basic and advanced structural equation models, and survival analysis. An ideal supplement for graduate level courses on data analysis and/or longitudinal modeling taught in psychology, gerontology, public health, human development, family studies, medicine, sociology, social work, and other behavioral, social, and health sciences, this multidisciplinary book will also appeal to researchers in these fields.
Author : Bradley Huitema
Publisher : John Wiley & Sons
ISBN 13 : 1118067460
Total Pages : 562 pages
Book Rating : 4.1/5 (18 download)
Download or read book The Analysis of Covariance and Alternatives written by Bradley Huitema and published by John Wiley & Sons. This book was released on 2011-10-24 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: A complete guide to cutting-edge techniques and best practices for applying covariance analysis methods The Second Edition of Analysis of Covariance and Alternatives sheds new light on its topic, offering in-depth discussions of underlying assumptions, comprehensive interpretations of results, and comparisons of distinct approaches. The book has been extensively revised and updated to feature an in-depth review of prerequisites and the latest developments in the field. The author begins with a discussion of essential topics relating to experimental design and analysis, including analysis of variance, multiple regression, effect size measures and newly developed methods of communicating statistical results. Subsequent chapters feature newly added methods for the analysis of experiments with ordered treatments, including two parametric and nonparametric monotone analyses as well as approaches based on the robust general linear model and reversed ordinal logistic regression. Four groundbreaking chapters on single-case designs introduce powerful new analyses for simple and complex single-case experiments. This Second Edition also features coverage of advanced methods including: Simple and multiple analysis of covariance using both the Fisher approach and the general linear model approach Methods to manage assumption departures, including heterogeneous slopes, nonlinear functions, dichotomous dependent variables, and covariates affected by treatments Power analysis and the application of covariance analysis to randomized-block designs, two-factor designs, pre- and post-test designs, and multiple dependent variable designs Measurement error correction and propensity score methods developed for quasi-experiments, observational studies, and uncontrolled clinical trials Thoroughly updated to reflect the growing nature of the field, Analysis of Covariance and Alternatives is a suitable book for behavioral and medical scineces courses on design of experiments and regression and the upper-undergraduate and graduate levels. It also serves as an authoritative reference work for researchers and academics in the fields of medicine, clinical trials, epidemiology, public health, sociology, and engineering.
Author : Joseph P. Forgas
Publisher : Routledge
ISBN 13 : 1000036650
Total Pages : 561 pages
Book Rating : 4.0/5 ( download)
Download or read book Applications of Social Psychology written by Joseph P. Forgas and published by Routledge. This book was released on 2020-01-23 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores what social psychology can contribute to our understanding of real-life problems and how it can inform rational interventions in any area of social life. By reviewing some of the most recent achievements in applying social psychology to pressing contemporary problems, Forgas, Crano, and Fiedler convey a fundamentally optimistic message about social psychology’s achievements and prospects. The book is organized into four sections. Part I focuses on the basic issues and methods of applying social psychology to real-life problems, discussing evolutionary influences on human sociability, the role of psychological ‘mindsets’ in interpreting reality, and the use of attitude change techniques to promote adaptive behaviors. Part II explores the applications of social psychology to improve individual health and well-being, including managing aggression, eating disorders, and improving therapeutic interactions. Part III turns to the application of social psychology to improve interpersonal relations and communication, including attachment processes in social relationships, the role of parent-child interaction in preventing adolescent suicide, and analyzing social relations in legal settings and online social networks. Finally, Part IV addresses the question of how social psychology may improve our understanding of public affairs and political behavior. The book will be of interest to students and academics in social psychology, and professionals working in applied settings.
Author : Yu-Kang Tu
Publisher : CRC Press
ISBN 13 : 1420099922
Total Pages : 231 pages
Book Rating : 4.4/5 (2 download)
Download or read book Statistical Thinking in Epidemiology written by Yu-Kang Tu and published by CRC Press. This book was released on 2016-04-19 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: While biomedical researchers may be able to follow instructions in the manuals accompanying the statistical software packages, they do not always have sufficient knowledge to choose the appropriate statistical methods and correctly interpret their results. Statistical Thinking in Epidemiology examines common methodological and statistical problems
