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| g power power analysis: Determining Sample Size and Power in Research Studies J. P. Verma, Priyam Verma, 2020-07-20 This book addresses sample size and power in the context of research, offering valuable insights for graduate and doctoral students as well as researchers in any discipline where data is generated to investigate research questions. It explains how to enhance the authenticity of research by estimating the sample size and reporting the power of the tests used. Further, it discusses the issue of sample size determination in survey studies as well as in hypothesis testing experiments so that readers can grasp the concept of statistical errors, minimum detectable difference, effect size, one-tail and two-tail tests and the power of the test. The book also highlights the importance of fixing these boundary conditions in enhancing the authenticity of research findings and improving the chances of research papers being accepted by respected journals. Further, it explores the significance of sample size by showing the power achieved in selected doctoral studies. Procedure has been discussed to fix power in the hypothesis testing experiment. One should usually have power at least 0.8 in the study because having power less than this will have the issue of practical significance of findings. If the power in any study is less than 0.5 then it would be better to test the hypothesis by tossing a coin instead of organizing the experiment. It also discusses determining sample size and power using the freeware G*Power software, based on twenty-one examples using different analyses, like t-test, parametric and non-parametric correlations, multivariate regression, logistic regression, independent and repeated measures ANOVA, mixed design, MANOVA and chi-square. |
| g power power analysis: Statistical Power Analysis for the Behavioral Sciences Jacob Cohen, 2013-05-13 Statistical Power Analysis is a nontechnical guide to power analysis in research planning that provides users of applied statistics with the tools they need for more effective analysis. The Second Edition includes: * a chapter covering power analysis in set correlation and multivariate methods; * a chapter considering effect size, psychometric reliability, and the efficacy of qualifying dependent variables and; * expanded power and sample size tables for multiple regression/correlation. |
| g power power analysis: Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences Patricia Cohen, Stephen G. West, Leona S. Aiken, 2014-04-04 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 CD with data for most of the numerical examples along with the computer code for SPSS, SAS, and SYSTAT. 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. |
| g power power analysis: Understanding Statistics and Experimental Design Michael H. Herzog, Gregory Francis, Aaron Clarke, 2019-08-13 This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets. |
| g power power analysis: Handbook of Regression Modeling in People Analytics Keith McNulty, 2021-07-29 Despite the recent rapid growth in machine learning and predictive analytics, many of the statistical questions that are faced by researchers and practitioners still involve explaining why something is happening. Regression analysis is the best ‘swiss army knife’ we have for answering these kinds of questions. This book is a learning resource on inferential statistics and regression analysis. It teaches how to do a wide range of statistical analyses in both R and in Python, ranging from simple hypothesis testing to advanced multivariate modelling. Although it is primarily focused on examples related to the analysis of people and talent, the methods easily transfer to any discipline. The book hits a ‘sweet spot’ where there is just enough mathematical theory to support a strong understanding of the methods, but with a step-by-step guide and easily reproducible examples and code, so that the methods can be put into practice immediately. This makes the book accessible to a wide readership, from public and private sector analysts and practitioners to students and researchers. Key Features: 16 accompanying datasets across a wide range of contexts (e.g. academic, corporate, sports, marketing) Clear step-by-step instructions on executing the analyses Clear guidance on how to interpret results Primary instruction in R but added sections for Python coders Discussion exercises and data exercises for each of the main chapters Final chapter of practice material and datasets ideal for class homework or project work. |
| g power power analysis: Applied Power Analysis for the Behavioral Sciences Christopher L. Aberson, 2019-01-24 Applied Power Analysis for the Behavioral Sciences is a practical how-to guide to conducting statistical power analyses for psychology and related fields. The book provides a guide to conducting analyses that is appropriate for researchers and students, including those with limited quantitative backgrounds. With practical use in mind, the text provides detailed coverage of topics such as how to estimate expected effect sizes and power analyses for complex designs. The topical coverage of the text, an applied approach, in-depth coverage of popular statistical procedures, and a focus on conducting analyses using R make the text a unique contribution to the power literature. To facilitate application and usability, the text includes ready-to-use R code developed for the text. An accompanying R package called pwr2ppl (available at https://github.com/chrisaberson/pwr2ppl) provides tools for conducting power analyses across each topic covered in the text. |
| g power power analysis: Research Design & Statistical Analysis Arnold D. Well, Jerome L. Myers, 2003-01-30 Free CD contains several real and artificial data sets used in the book in SPSS, SYSTAT, and ASCII formats--Cover |
| g power power analysis: A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) Joseph F. Hair, Jr., G. Tomas M. Hult, Christian Ringle, Marko Sarstedt, 2016-02-29 A Primer on Partial Least Squares Structural Equation Modeling (PLS-SEM) by Joseph F. Hair, Jr., G. Tomas M. Hult, Christian Ringle, and Marko Sarstedt is a practical guide that provides concise instructions on how to use partial least squares structural equation modeling (PLS-SEM), an evolving statistical technique, to conduct research and obtain solutions. Featuring the latest research, new examples using the SmartPLS software, and expanded discussions throughout, the Second Edition is designed to be easily understood by those with limited statistical and mathematical training who want to pursue research opportunities in new ways. |
| g power power analysis: Red Skin, White Masks Glen Sean Coulthard, 2014-08-15 WINNER OF: Frantz Fanon Outstanding Book from the Caribbean Philosophical Association Canadian Political Science Association’s C.B. MacPherson Prize Studies in Political Economy Book Prize Over the past forty years, recognition has become the dominant mode of negotiation and decolonization between the nation-state and Indigenous nations in North America. The term “recognition” shapes debates over Indigenous cultural distinctiveness, Indigenous rights to land and self-government, and Indigenous peoples’ right to benefit from the development of their lands and resources. In a work of critically engaged political theory, Glen Sean Coulthard challenges recognition as a method of organizing difference and identity in liberal politics, questioning the assumption that contemporary difference and past histories of destructive colonialism between the state and Indigenous peoples can be reconciled through a process of acknowledgment. Beyond this, Coulthard examines an alternative politics—one that seeks to revalue, reconstruct, and redeploy Indigenous cultural practices based on self-recognition rather than on seeking appreciation from the very agents of colonialism. Coulthard demonstrates how a “place-based” modification of Karl Marx’s theory of “primitive accumulation” throws light on Indigenous–state relations in settler-colonial contexts and how Frantz Fanon’s critique of colonial recognition shows that this relationship reproduces itself over time. This framework strengthens his exploration of the ways that the politics of recognition has come to serve the interests of settler-colonial power. In addressing the core tenets of Indigenous resistance movements, like Red Power and Idle No More, Coulthard offers fresh insights into the politics of active decolonization. |
| g power power analysis: Doing Meta-Analysis with R Mathias Harrer, Pim Cuijpers, Toshi A. Furukawa, David D. Ebert, 2021-09-15 Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including calculation and pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced but highly relevant topics such as network meta-analysis, multi-three-level meta-analyses, Bayesian meta-analysis approaches and SEM meta-analysis are also covered. A companion R package, dmetar, is introduced at the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide. The programming and statistical background covered in the book are kept at a non-expert level, making the book widely accessible. Features • Contains two introductory chapters on how to set up an R environment and do basic imports/manipulations of meta-analysis data, including exercises • Describes statistical concepts clearly and concisely before applying them in R • Includes step-by-step guidance through the coding required to perform meta-analyses, and a companion R package for the book |
| g power power analysis: The Design and Statistical Analysis of Animal Experiments Simon T. Bate, Robin A. Clark, 2014-03-13 This book will provide scientists with a better understanding of statistics, improving their decision-making and reducing animal use. |
| g power power analysis: Handbook of Research Methods for Studying Daily Life Matthias R. Mehl, Tamlin S. Conner, 2013-10-01 Bringing together leading authorities, this unique handbook reviews the breadth of current approaches for studying how people think, feel, and behave in everyday environments, rather than in the laboratory. The volume thoroughly describes experience sampling methods, diary methods, physiological measures, and other self-report and non-self-report tools that allow for repeated, real-time measurement in natural settings. Practical guidance is provided to help the reader design a high-quality study, select and implement appropriate methods, and analyze the resulting data using cutting-edge statistical techniques. Applications across a wide range of psychological subfields and research areas are discussed in detail. |
| g power power analysis: Power Without Persuasion William G. Howell, 2003-07-28 Since the early 1960s, scholarly thinking on the power of U.S. presidents has rested on these words: Presidential power is the power to persuade. Power, in this formulation, is strictly about bargaining and convincing other political actors to do things the president cannot accomplish alone. Power without Persuasion argues otherwise. Focusing on presidents' ability to act unilaterally, William Howell provides the most theoretically substantial and far-reaching reevaluation of presidential power in many years. He argues that presidents regularly set public policies over vocal objections by Congress, interest groups, and the bureaucracy. Throughout U.S. history, going back to the Louisiana Purchase and the Emancipation Proclamation, presidents have set landmark policies on their own. More recently, Roosevelt interned Japanese Americans during World War II, Kennedy established the Peace Corps, Johnson got affirmative action underway, Reagan greatly expanded the president's powers of regulatory review, and Clinton extended protections to millions of acres of public lands. Since September 11, Bush has created a new cabinet post and constructed a parallel judicial system to try suspected terrorists. Howell not only presents numerous new empirical findings but goes well beyond the theoretical scope of previous studies. Drawing richly on game theory and the new institutionalism, he examines the political conditions under which presidents can change policy without congressional or judicial consent. Clearly written, Power without Persuasion asserts a compelling new formulation of presidential power, one whose implications will resound. |
| g power power analysis: The New Institutionalism in Organizational Analysis Walter W. Powell, Paul J. DiMaggio, 2012-09-21 Long a fruitful area of scrutiny for students of organizations, the study of institutions is undergoing a renaissance in contemporary social science. This volume offers, for the first time, both often-cited foundation works and the latest writings of scholars associated with the institutional approach to organization analysis. In their introduction, the editors discuss points of convergence and disagreement with institutionally oriented research in economics and political science, and locate the institutional approach in relation to major developments in contemporary sociological theory. Several chapters consolidate the theoretical advances of the past decade, identify and clarify the paradigm's key ambiguities, and push the theoretical agenda in novel ways by developing sophisticated arguments about the linkage between institutional patterns and forms of social structure. The empirical studies that follow—involving such diverse topics as mental health clinics, art museums, large corporations, civil-service systems, and national polities—illustrate the explanatory power of institutional theory in the analysis of organizational change. Required reading for anyone interested in the sociology of organizations, the volume should appeal to scholars concerned with culture, political institutions, and social change. |
| g power power analysis: Statistical Inference as Severe Testing Deborah G. Mayo, 2018-09-20 Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover on disagreements between experts charged with restoring integrity to science. It denies two pervasive views of the role of probability in inference: to assign degrees of belief, and to control error rates in a long run. If statistical consumers are unaware of assumptions behind rival evidence reforms, they can't scrutinize the consequences that affect them (in personalized medicine, psychology, etc.). The book sets sail with a simple tool: if little has been done to rule out flaws in inferring a claim, then it has not passed a severe test. Many methods advocated by data experts do not stand up to severe scrutiny and are in tension with successful strategies for blocking or accounting for cherry picking and selective reporting. Through a series of excursions and exhibits, the philosophy and history of inductive inference come alive. Philosophical tools are put to work to solve problems about science and pseudoscience, induction and falsification. |
| g power power analysis: The Miner's Canary Lani GUINIER, Gerald Torres, Lani Guinier, 2009-06-30 Like the canaries that alerted miners to a poisonous atmosphere, issues of race point to underlying problems in society that ultimately affect everyone, not just minorities. Addressing these issues is essential. Ignoring racial differences--race blindness--has failed. Focusing on individual achievement has diverted us from tackling pervasive inequalities. Now, in a powerful and challenging book, Lani Guinier and Gerald Torres propose a radical new way to confront race in the twenty-first century. Given the complex relationship between race and power in America, engaging race means engaging standard winner-take-all hierarchies of power as well. Terming their concept political race, Guinier and Torres call for the building of grass-roots, cross-racial coalitions to remake those structures of power by fostering public participation in politics and reforming the process of democracy. Their illuminating and moving stories of political race in action include the coalition of Hispanic and black leaders who devised the Texas Ten Percent Plan to establish equitable state college admissions criteria, and the struggle of black workers in North Carolina for fair working conditions that drew on the strength and won the support of the entire local community. The aim of political race is not merely to remedy racial injustices, but to create truly participatory democracy, where people of all races feel empowered to effect changes that will improve conditions for everyone. In a book that is ultimately not only aspirational but inspirational, Guinier and Torres envision a social justice movement that could transform the nature of democracy in America. |
| g power power analysis: When the Press Fails W. Lance Bennett, Regina G. Lawrence, Steven Livingston, 2008-09-15 A sobering look at the intimate relationship between political power and the news media, When the Press Fails argues the dependence of reporters on official sources disastrously thwarts coverage of dissenting voices from outside the Beltway. The result is both an indictment of official spin and an urgent call to action that questions why the mainstream press failed to challenge the Bush administration’s arguments for an invasion of Iraq or to illuminate administration policies underlying the Abu Ghraib controversy. Drawing on revealing interviews with Washington insiders and analysis of content from major news outlets, the authors illustrate the media’s unilateral surrender to White House spin whenever oppositional voices elsewhere in government fall silent. Contrasting these grave failures with the refreshingly critical reporting on Hurricane Katrina—a rare event that caught officials off guard, enabling journalists to enter a no-spin zone—When the Press Fails concludes by proposing new practices to reduce reporters’ dependence on power. “The hand-in-glove relationship of the U.S. media with the White House is mercilessly exposed in this determined and disheartening study that repeatedly reveals how the press has toed the official line at those moments when its independence was most needed.”—George Pendle, Financial Times “Bennett, Lawrence, and Livingston are indisputably right about the news media’s dereliction in covering the administration’s campaign to take the nation to war against Iraq.”—Don Wycliff, Chicago Tribune “[This] analysis of the weaknesses of Washington journalism deserves close attention.”—Russell Baker, New York Review of Books |
| g power power analysis: SUGI Supplemental Library User's Guide SAS Institute, 1983 |
| g power power analysis: Model Rules of Professional Conduct American Bar Association. House of Delegates, Center for Professional Responsibility (American Bar Association), 2007 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. |
| g power power analysis: Structural Equation Modeling Gregory R. Hancock, Ralph O. Mueller, 2013-03-01 Sponsored by the American Educational Research Association's Special Interest Group for Educational Statisticians This volume is the second edition of Hancock and Mueller’s highly-successful 2006 volume, with all of the original chapters updated as well as four new chapters. The second edition, like the first, is intended to serve as a didactically-oriented resource for graduate students and research professionals, covering a broad range of advanced topics often not discussed in introductory courses on structural equation modeling (SEM). Such topics are important in furthering the understanding of foundations and assumptions underlying SEM as well as in exploring SEM, as a potential tool to address new types of research questions that might not have arisen during a first course. Chapters focus on the clear explanation and application of topics, rather than on analytical derivations, and contain materials from popular SEM software. |
| g power power analysis: Regression Methods in Biostatistics Eric Vittinghoff, David V. Glidden, Stephen C. Shiboski, Charles E. McCulloch, 2012 This fresh edition, substantially revised and augmented, provides a unified, in-depth, readable introduction to the multipredictor regression methods most widely used in biostatistics. The examples used, analyzed using Stata, can be applied to other areas. |
| g power power analysis: Statistical Power Analysis Jacob Cohen, Michael Borenstein, 1988-07-01 This program, companion software to the text Statistical Power Analysis, Second Edition, includes the following features: * Spreadsheet Input. Data may be entered by means of a spreadsheet interface. As any cells in the spreadsheet (Mean, SD, N, Alpha, Tails, etc.) are modified by the user, the value of Effect Size and Power are simultaneously updated. * Graphic Input. Alternatively, data may be entered by means of a graphic interface. Cursor keys are used to modify graphs of the group distributions, and the value of power is updated in response. * Active HELP Screens. In addition to providing instructions and explanations, the HELP screens function as worksheets which enable the user to compute various parameters and return these values to the program. * Simulations. The program can run on-screen Monte Carlo simulations, repeatedly drawing samples from a user-defined population and testing each sample for significance. Useful for teaching! * Tables and Graphs. The program creates both tables and graphs of power as a function of N, Effect Size (Mean Difference, Correlation, etc.) and Alpha. Interface with graphics programs generates presentation quality graphics. * Procedures. The program produces power analyses for designs using t-Tests, Correlations, Proportions (Chi- square with or without Yates correction), Oneway and Factorial ANOVA/ANCOVA, and Multiple/Hierarchical regression. The program runs on any IBM or compatible computer; all functions work properly on monochrome as well as on color monitors. A 185-page manual is also available with the software. Please specify disk size (5.25 or 3.5) when ordering. |
| g power power analysis: Terrorism and the Electric Power Delivery System National Research Council, Division on Engineering and Physical Sciences, Board on Energy and Environmental Systems, Committee on Enhancing the Robustness and Resilience of Future Electrical Transmission and Distribution in the United States to Terrorist Attack, 2012-11-25 The electric power delivery system that carries electricity from large central generators to customers could be severely damaged by a small number of well-informed attackers. The system is inherently vulnerable because transmission lines may span hundreds of miles, and many key facilities are unguarded. This vulnerability is exacerbated by the fact that the power grid, most of which was originally designed to meet the needs of individual vertically integrated utilities, is being used to move power between regions to support the needs of competitive markets for power generation. Primarily because of ambiguities introduced as a result of recent restricting the of the industry and cost pressures from consumers and regulators, investment to strengthen and upgrade the grid has lagged, with the result that many parts of the bulk high-voltage system are heavily stressed. Electric systems are not designed to withstand or quickly recover from damage inflicted simultaneously on multiple components. Such an attack could be carried out by knowledgeable attackers with little risk of detection or interdiction. Further well-planned and coordinated attacks by terrorists could leave the electric power system in a large region of the country at least partially disabled for a very long time. Although there are many examples of terrorist and military attacks on power systems elsewhere in the world, at the time of this study international terrorists have shown limited interest in attacking the U.S. power grid. However, that should not be a basis for complacency. Because all parts of the economy, as well as human health and welfare, depend on electricity, the results could be devastating. Terrorism and the Electric Power Delivery System focuses on measures that could make the power delivery system less vulnerable to attacks, restore power faster after an attack, and make critical services less vulnerable while the delivery of conventional electric power has been disrupted. |
| g power power analysis: Theory and Application of Statistical Energy Analysis Richard H Lyon, 2014-06-28 This up-to-date second edition provides a comprehensive examination of the theory and application of Statistical Energy Analysis (SEA) in acoustics and vibration. Complete with examples and data taken from real problems this unique book also exploresthe influence of computers on SEA and emphasizes computer based SEA calculations. In addition to a discussion of the relationship between SEA and other procedures used in response estimation, Theory and Application of Statistical Energy Anlaysis, SecondEdition, explores the basic relationships between model and wave descriptions of systems. |
| g power power analysis: Presentation Zen Garr Reynolds, 2009-04-15 FOREWORD BY GUY KAWASAKI Presentation designer and internationally acclaimed communications expert Garr Reynolds, creator of the most popular Web site on presentation design and delivery on the Net — presentationzen.com — shares his experience in a provocative mix of illumination, inspiration, education, and guidance that will change the way you think about making presentations with PowerPoint or Keynote. Presentation Zen challenges the conventional wisdom of making slide presentations in today’s world and encourages you to think differently and more creatively about the preparation, design, and delivery of your presentations. Garr shares lessons and perspectives that draw upon practical advice from the fields of communication and business. Combining solid principles of design with the tenets of Zen simplicity, this book will help you along the path to simpler, more effective presentations. |
| g power power analysis: City of Inmates Kelly Lytle Hernández, 2017-02-15 Los Angeles incarcerates more people than any other city in the United States, which imprisons more people than any other nation on Earth. This book explains how the City of Angels became the capital city of the world's leading incarcerator. Marshaling more than two centuries of evidence, historian Kelly Lytle Hernandez unmasks how histories of native elimination, immigrant exclusion, and black disappearance drove the rise of incarceration in Los Angeles. In this telling, which spans from the Spanish colonial era to the outbreak of the 1965 Watts Rebellion, Hernandez documents the persistent historical bond between the racial fantasies of conquest, namely its settler colonial form, and the eliminatory capacities of incarceration. But City of Inmates is also a chronicle of resilience and rebellion, documenting how targeted peoples and communities have always fought back. They busted out of jail, forced Supreme Court rulings, advanced revolution across bars and borders, and, as in the summer of 1965, set fire to the belly of the city. With these acts those who fought the rise of incarceration in Los Angeles altered the course of history in the city, the borderlands, and beyond. This book recounts how the dynamics of conquest met deep reservoirs of rebellion as Los Angeles became the City of Inmates, the nation's carceral core. It is a story that is far from over. |
| g power power analysis: Introduction to Mediation, Moderation, and Conditional Process Analysis, Second Edition Andrew F. Hayes, 2017-10-30 This book has been replaced by Introduction to Mediation, Moderation, and Conditional Process Analysis, Third Edition, ISBN 978-1-4625-4903-0. |
| g power power analysis: Statistical Methods for Rates and Proportions Joseph L. Fleiss, 1981-04-21 An introduction to applied probability; Assessing significance in a fourfold table; Determining sample sizes needed to detect a difference between two proportions; How to randomize; Sampling method; The analysis of data from matched samples; The comparison of proportions from several independent samples; Combining evidence from fourfold tables; The effects of misclassification errors; The control of misclassification error; The measurement of interrater agreement; The standardization of rates. |
| g power power analysis: Statistical Computing with R Maria L. Rizzo, 2007-11-15 Computational statistics and statistical computing are two areas that employ computational, graphical, and numerical approaches to solve statistical problems, making the versatile R language an ideal computing environment for these fields. One of the first books on these topics to feature R, Statistical Computing with R covers the traditiona |
| g power power analysis: Design and Analysis of Experiments Douglas C. Montgomery, 2005 This bestselling professional reference has helped over 100,000 engineers and scientists with the success of their experiments. The new edition includes more software examples taken from the three most dominant programs in the field: Minitab, JMP, and SAS. Additional material has also been added in several chapters, including new developments in robust design and factorial designs. New examples and exercises are also presented to illustrate the use of designed experiments in service and transactional organizations. Engineers will be able to apply this information to improve the quality and efficiency of working systems. |
| g power power analysis: Geocultural Power Tim Winter, 2019-09-30 Launched in 2013, China's Belt and Road Initiative is forging connections in infrastructure, trade, energy, finance, tourism, and culture across Eurasia and Africa. This extraordinarily ambitious strategy places China at the center of a geography of overland and maritime connectivity stretching across more than sixty countries and incorporating almost two-thirds of the world’s population. But what does it mean to revive the Silk Roads for the twenty-first century? Geocultural Power explores this question by considering how China is couching its strategy for building trade, foreign relations, and energy and political security in an evocative topography of history. Until now Belt and Road has been discussed as a geopolitical and geoeconomic project. This book introduces geocultural power to the analysis of international affairs. Tim Winter highlights how many countries—including Iran, Sri Lanka, Kenya, Malaysia, Indonesia, Pakistan, and others—are revisiting their histories to find points of diplomatic and cultural connection. Through the revived Silk Roads, China becomes the new author of Eurasian history and the architect of the bridge between East and West. In a diplomatic dance of forgetting, episodes of violence, invasion, and bloodshed are left behind for a language of history and heritage that crosses borders in ways that further the trade ambitions of an increasingly networked China-driven economy. |
| g power power analysis: Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide Agency for Health Care Research and Quality (U.S.), 2013-02-21 This User’s Guide is a resource for investigators and stakeholders who develop and review observational comparative effectiveness research protocols. It explains how to (1) identify key considerations and best practices for research design; (2) build a protocol based on these standards and best practices; and (3) judge the adequacy and completeness of a protocol. Eleven chapters cover all aspects of research design, including: developing study objectives, defining and refining study questions, addressing the heterogeneity of treatment effect, characterizing exposure, selecting a comparator, defining and measuring outcomes, and identifying optimal data sources. Checklists of guidance and key considerations for protocols are provided at the end of each chapter. The User’s Guide was created by researchers affiliated with AHRQ’s Effective Health Care Program, particularly those who participated in AHRQ’s DEcIDE (Developing Evidence to Inform Decisions About Effectiveness) program. Chapters were subject to multiple internal and external independent reviews. More more information, please consult the Agency website: www.effectivehealthcare.ahrq.gov) |
| g power power analysis: Algorithms of Oppression Safiya Umoja Noble, 2018-02-20 Acknowledgments -- Introduction: the power of algorithms -- A society, searching -- Searching for Black girls -- Searching for people and communities -- Searching for protections from search engines -- The future of knowledge in the public -- The future of information culture -- Conclusion: algorithms of oppression -- Epilogue -- Notes -- Bibliography -- Index -- About the author |
| g power power analysis: From Toussaint to Tupac Michael O. West, William G. Martin, Fanon Che Wilkins, 2009-09-01 Transcending geographic and cultural lines, From Toussaint to Tupac is an ambitious collection of essays exploring black internationalism and its implications for a black consciousness. At its core, black internationalism is a struggle against oppression, whether manifested in slavery, colonialism, or racism. The ten essays in this volume offer a comprehensive overview of the global movements that define black internationalism, from its origins in the colonial period to the present. From Toussaint to Tupac focuses on three moments in global black history: the American and Haitian revolutions, the Garvey movement and the Communist International following World War I, and the Black Power movement of the late twentieth century. Contributors demonstrate how black internationalism emerged and influenced events in particular localities, how participants in the various struggles communicated across natural and man-made boundaries, and how the black international aided resistance on the local level, creating a collective consciousness. In sharp contrast to studies that confine Black Power to particular national locales, this volume demonstrates the global reach and resonance of the movement. The volume concludes with a discussion of hip hop, including its cultural and ideological antecedents in Black Power. Contributors: Hakim Adi, Middlesex University, London Sylvia R. Frey, Tulane University William G. Martin, Binghamton University Brian Meeks, University of the West Indies, Mona, Jamaica Marc D. Perry, University of Illinois, Urbana-Champaign Lara Putnam, University of Pittsburgh Vijay Prashad, Trinity College Robyn Spencer, Lehman College Robert T. Vinson, College of William and Mary Michael O. West, Binghamton University Fanon Che Wilkins, Doshisha University, Kyoto, Japan |
| g power power analysis: Statistical Power Analysis Kevin R. Murphy, Brett Myors, Kevin Murphy, Allen Wolach, 2003-08-01 This book presents a simple and general method for conducting statistical power analysis based on the widely used F statistic. The book illustrates how these analyses work and how they can be applied to problems of studying design, to evaluate others' research, and to choose the appropriate criterion for defining statistically significant outcomes. Statistical Power Analysis examines the four major applications of power analysis, concentrating on how to determine: *the sample size needed to achieve desired levels of power; *the level of power that is needed in a study; *the size of effect that can be reliably detected by a study; and *sensible criteria for statistical significance. Highlights of the second edition include: a CD with an easy-to-use statistical power analysis program; a new chapter on power analysis in multi-factor ANOVA, including repeated-measures designs; and a new One-Stop PV Table to serve as a quick reference guide. The book discusses the application of power analysis to both traditional null hypothesis tests and to minimum-effect testing. It demonstrates how the same basic model applies to both types of testing and explains how some relatively simple procedures allow researchers to ask a series of important questions about their research. Drawing from the behavioral and social sciences, the authors present the material in a nontechnical way so that readers with little expertise in statistical analysis can quickly obtain the values needed to carry out the power analysis. Ideal for students and researchers of statistical and research methodology in the social, behavioral, and health sciences who want to know how to apply methods of power analysis to their research. |
| g power power analysis: THE POWER ELITE C.WRIGHT MILLS, 1956 |
| g power power analysis: Multivariate Statistical Inference and Applications Alvin C. Rencher, 1998 The most accessible introduction to the theory and practice of multivariate analysis Multivariate Statistical Inference and Applications is a user-friendly introduction to basic multivariate analysis theory and practice for statistics majors as well as nonmajors with little or no background in theoretical statistics. Among the many special features of this extremely accessible first text on multivariate analysis are: * Clear, step-by-step explanations of all key concepts and procedures along with original, easy-to-follow proofs * Numerous problems, examples, and tables of distributions * Many real-world data sets drawn from a wide range of disciplines * Reviews of univariate procedures that give rise to multivariate techniques * An extensive survey of the world literature on multivariate analysis * An in-depth review of matrix theory * A disk including all the data sets and SAS command files for all examples and numerical problems found in the book These same features also make Multivariate Statistical Inference and Applications an excellent professional resource for scientists and clinicians who need to acquaint themselves with multivariate techniques. It can be used as a stand-alone introduction or in concert with its more methods-oriented sibling volume, the critically acclaimed Methods of Multivariate Analysis. |
| g power power analysis: Markets for Power Paul L. Joskow, Richard Schmalensee, 1988-08-01 This timely study evaluates four generic proposals for allowing free market forces toreplace government regulation in the electric power industry and concludes that none of thederegulation alternatives considered represents a panacea for the performance failures associatedwith things as they are now. It proposes a balanced program of regulatory reform and deregulationthat promises to improve industry performance in the short run, resolve uncertainties about thecosts and benefits of deregulation, and positions the industry for more extensive deregulation inthe long run should interim experimentation with deregulation, structural, and regulatory reformsmake it desirable.The book integrates modern microeconomic theory with a comprehensive analysis ofthe economic, technical, and institutional characteristics of modern electrical power systems. Itemphasizes that casual analogies to successful deregulation efforts in other sectors of the economyare an inadequate and potentially misleading basis for public policy in the electric power industry,which has economic and technical characteristics that are quite different from those in otherderegulated industries.Paul L. Joskow is Professor of Economics at MIT, author of ControllingHospital Costs (MIT Press 1981) and coauthor with Martin L. Baughman and Dilip P. Kamat of ElectricPower in the United States (MIT Press 1979). Richard Schmalensee, also at MIT, is Professor ofApplied Economics, author of The Economics of Advertising and The Control of Natural Monopolies, andeditor of The MIT Press Series, Regulation of Economic Activity. |
| g power power analysis: Who Rules America Now? G. William Domhoff, 1986 The author is convinced that there is a ruling class in America today. He examines the American power structure as it has developed in the 1980s. He presents systematic, empirical evidence that a fixed group of privileged people dominates the American economy and government. The book demonstrates that an upper class comprising only one-half of one percent of the population occupies key positions within the corporate community. It shows how leaders within this power elite reach government and dominate it through processes of special-interest lobbying, policy planning and candidate selection. It is written not to promote any political ideology, but to analyze our society with accuracy. |
| g power power analysis: Power for a Price Lawrence Zhang, Assistant Professor in the Division of Humanities Lawrence Zhang, 2023-01-10 The Qing dynasty office purchase system (juanna), which allowed individuals to pay for government appointments, was regarded in traditional Chinese historiography as inherently corrupt and anti-meritocratic. Lawrence Zhang's groundbreaking study of a broad selection of new archival and other printed evidence contradicts this widely held assessment. |
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