Modeling And Interpreting Interactive Hypotheses In Regression Analysis
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Modeling And Interpreting Interactive Hypotheses In Regression Analysis
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Author : Robert Franzese
language : en
Publisher: University of Michigan Press
Release Date : 2009-09-23
Modeling And Interpreting Interactive Hypotheses In Regression Analysis written by Robert Franzese and has been published by University of Michigan Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-09-23 with Political Science categories.
Social scientists study complex phenomena about which they often propose intricate hypotheses tested with linear-interactive or multiplicative terms. While interaction terms are hardly new to social science research, researchers have yet to develop a common methodology for using and interpreting them. Modeling and Interpreting Interactive Hypotheses in Regression Analysis provides step-by-step guidance on how to connect substantive theories to statistical models and how to interpret and present the results. "Kam and Franzese is a must-have for all empirical social scientists interested in teasing out the complexities of their data." ---Janet M. Box-Steffensmeier, Ohio State University "Kam and Franzese have written what will become the definitive source on dealing with interaction terms and testing interactive hypotheses. It will serve as the standard reference for political scientists and will be one of those books that everyone will turn to when helping our students or doing our work. But more than that, this book is the best text I have seen for getting students to really think about the importance of careful specification and testing of their hypotheses." ---David A. M. Peterson, Texas A&M University "Kam and Franzese have given scholars and teachers of regression models something they've needed for years: a clear, concise guide to understanding multiplicative interactions. Motivated by real substantive examples and packed with valuable examples and graphs, their book belongs on the shelf of every working social scientist." ---Christopher Zorn, University of South Carolina "Kam and Franzese make it easy to model what good researchers have known for a long time: many important and interesting causal effects depend on the presence of other conditions. Their book shows how to explore interactive hypotheses in your own research and how to present your results. The book is straightforward yet technically sophisticated. There are no more excuses for misunderstanding, misrepresenting, or simply missing out on interaction effects!" ---Andrew Gould, University of Notre Dame Cindy D. Kam is Assistant Professor, Department of Political Science, University of California, Davis. Robert J. Franzese Jr. is Associate Professor, Department of Political Science, University of Michigan, and Research Associate Professor, Center for Political Studies, Institute for Social Research, University of Michigan. For datasets, syntax, and worksheets to help readers work through the examples covered in the book, visit: www.press.umich.edu/KamFranzese/Interactions.html
Regression Analysis And Linear Models
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Author : Richard B. Darlington
language : en
Publisher: Guilford Publications
Release Date : 2016-09-27
Regression Analysis And Linear Models written by Richard B. Darlington and has been published by Guilford Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-09-27 with Social Science categories.
Ephasizing conceptual understanding over mathematics, this user-friendly text introduces linear regression analysis to students and researchers across the social, behavioral, consumer, and health sciences. Coverage includes model construction and estimation, quantification and measurement of multivariate and partial associations, statistical control, group comparisons, moderation analysis, mediation and path analysis, and regression diagnostics, among other important topics. Engaging worked-through examples demonstrate each technique, accompanied by helpful advice and cautions. The use of SPSS, SAS, and STATA is emphasized, with an appendix on regression analysis using R. The companion website (www.afhayes.com) provides datasets for the book's examples as well as the RLM macro for SPSS and SAS. Pedagogical Features: *Chapters include SPSS, SAS, or STATA code pertinent to the analyses described, with each distinctively formatted for easy identification. *An appendix documents the RLM macro, which facilitates computations for estimating and probing interactions, dominance analysis, heteroscedasticity-consistent standard errors, and linear spline regression, among other analyses. *Students are guided to practice what they learn in each chapter using datasets provided online. *Addresses topics not usually covered, such as ways to measure a variable?s importance, coding systems for representing categorical variables, causation, and myths about testing interaction.
Interaction Effects In Linear And Generalized Linear Models
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Author : Robert L. Kaufman
language : en
Publisher: SAGE Publications
Release Date : 2018-09-06
Interaction Effects In Linear And Generalized Linear Models written by Robert L. Kaufman and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-06 with Social Science categories.
Offering a clear set of workable examples with data and explanations, Interaction Effects in Linear and Generalized Linear Models is a comprehensive and accessible text that provides a unified approach to interpreting interaction effects. The book develops the statistical basis for the general principles of interpretive tools and applies them to a variety of examples, introduces the ICALC Toolkit for Stata (downloadable from the Robert L. Kaufman’s website), and offers a series of start-to-finish application examples to show students how to interpret interaction effects for a variety of different techniques of analysis, beginning with OLS regression. The data sets and the Stata code to reproduce the results of the application examples are available online.
Interaction Models
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Author : William Roberts Clark
language : en
Publisher: Cambridge University Press
Release Date : 2023-11-16
Interaction Models written by William Roberts Clark and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-16 with Political Science categories.
The radical interdependence between humans who live together makes virtually all human behavior conditional. The behavior of individuals is conditional upon the expectations of those around them, and those expectations are conditional upon the rules (institutions) and norms (culture) constructed to monitor, reward, and punish different behaviors. As a result, nearly all hypotheses about humans are conditional – conditional upon the resources they possess, the institutions they inhabit, or the cultural practices that tell them how to behave. Interaction Models provides a stand-alone, accessible overview of how interaction models, which are frequently used across the social and natural sciences, capture the intuition behind conditional claims and context dependence. It also addresses the simple specification and interpretation errors that are, unfortunately, commonplace. By providing a comprehensive and unified introduction to the use and critical evaluation of interaction models, this book shows how they can be used to test theoretically-derived claims of conditionality.
The Oxford Handbook Of Political Methodology
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Author : Janet M. Box-Steffensmeier
language : en
Publisher: Oxford University Press
Release Date : 2008-08-21
The Oxford Handbook Of Political Methodology written by Janet M. Box-Steffensmeier and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-21 with Political Science categories.
Political methodology has changed dramatically over the past thirty years, and many new methods and techniques have been developed. Both the Political Methodology Society and the Qualitative/Multi-Methods Section of the American Political Science Association have engaged in ongoing research and training programs that have advanced quantitative and qualitative methodology. The Oxford Handbook of Political Methodology presents and synthesizes these developments. The Handbook provides comprehensive overviews of diverse methodological approaches, with an emphasis on three major themes. First, specific methodological tools should be at the service of improved conceptualization, comprehension of meaning, measurement, and data collection. They should increase analysts' leverage in reasoning about causal relationships and evaluating them empirically by contributing to powerful research designs. Second, the authors explore the many different ways of addressing these tasks: through case-studies and large-n designs, with both quantitative and qualitative data, and via techniques ranging from statistical modelling to process tracing. Finally, techniques can cut across traditional methodological boundaries and can be useful for many different kinds of researchers. Many of the authors thus explore how their methods can inform, and be used by, scholars engaged in diverse branches of methodology.
Latino Politics En Ciencia Pol Tica
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Author : Tony Affigne
language : en
Publisher: NYU Press
Release Date : 2014
Latino Politics En Ciencia Pol Tica written by Tony Affigne and has been published by NYU Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Political Science categories.
More than 53 million Latinos now constitute the largest, fastest-growing, and most diverse minority group in the United States, and the nationOCOs political future may well be shaped by LatinosOCO continuing political incorporation. In the 2012 election, Latinos proved to be a critical voting bloc in both Presidential and Congressional races; this demographic will only become more important in future American elections. Using new evidence from the largest-ever scientific survey addressed exclusively to Latino/Hispanic respondents, a Latino Politics a en Ciencia Pol tica aexplores political diversity within the Latino community, considering how intra-community differences influence political behavior and policy preferences. The editors and contributors, all noted scholars of race and politics, examine key issues of Latino politics in the contemporary United States: Latino/a identities ( latinidad ), transnationalism, acculturation, political community, and racial consciousness. The book contextualizes todayOCOs research within the history of Latino political studies, from the fieldOCOs beginnings to the present, explaining how systematic analysis of Latino political behavior has over time become integral to the study of political science.a Latino Politics aen Ciencia Pol tica is thus an ideal text for learning both the state of the field today, and key dimensions of Latino political attitudes."
Ecmlg2015 11th European Conference On Management Leadership And Governance
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Author : José Carlos Dias Rouco
language : en
Publisher: Academic Conferences and publishing limited
Release Date : 2015-10-26
Ecmlg2015 11th European Conference On Management Leadership And Governance written by José Carlos Dias Rouco and has been published by Academic Conferences and publishing limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-26 with Business & Economics categories.
These Proceedings represent the work of contributors to the 11th European Conference on Management Leadership and Governance held this year at the Military Academy, Lisbon, Portugal on the 12-13 November 2015 The Conference Chair is Major-General Joao Vieira Borges from and the Pro-gramme Chair is Lieutenant-Colonel Jose Carlos Dias Rouco, both from the Mili-tary Academy, Lisbon, Portugal. Keynote presentations are given by Colonel Nuno Lemos Pires from the Military Academy and Lt Col Paulo Fernando Viegas Nunes from the National Defence Institute, Lisbon, Portugal. The Conference offers an opportunity for scholars and practitioners interested in the issues related to Management, Leadership and Governance to share their thinking and research findings. These fields of study are broadly described as including issues related to the management of the organisations' resources, the interface between senior management and the formal governance of the organi-sation. This Conference provides a forum for discussion, collaboration and intel-lectual exchange for all those interested in any of these fields of research or practice. With an initial submission of 163 abstracts, after the double blind, peer review process there are 64 Academic research Papers, 8 PhD Research Papers and 2 Masters research paper in these Conference Proceedings. These papers reflect the truly global nature of research in the area with contributions from Belgium, Canada, China, Colombia, Czech Republic, Denmark, Finland, Germany, Italy, Japan, Kazakhstan, Lithuania, Netherlands, New Zealand, Poland, Portugal, Republic of Korea, Romania, Russia, Scotland, South Africa, Syria, The Netherlands, Turkey, UAE, UK, United Arab Emirates, USA."
International Encyclopedia Of Political Science
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Author : Bertrand Badie
language : en
Publisher: SAGE Publications
Release Date : 2011-09-07
International Encyclopedia Of Political Science written by Bertrand Badie and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-07 with Political Science categories.
Request a FREE 30-day online trial to this title at www.sagepub.com/freetrial With entries from leading international scholars from around the world, this eight-volume encyclopedia offers the widest possible coverage of key areas both regionally and globally. The International Encyclopedia of Political Science provides a definitive, comprehensive picture of all aspects of political life, recognizing the theoretical and cultural pluralism of our approaches and including findings from the far corners of the world. The eight volumes cover every field of politics, from political theory and methodology to political sociology, comparative politics, public policies, and international relations. Entries are arranged in alphabetical order, and a list of entries by subject area appears in the front of each volume for ease of use. The encyclopedia contains a detailed index as well as extensive bibliographical references. Filling the need for an exhaustive overview of the empirical findings and reflections on politics, this reference resource is suited for undergraduate or graduate students who wish to be informed effectively and quickly on their field of study, for scholars seeking information on relevant research findings in their area of specialization or in related fields, and for lay readers who may lack a formal background in political science but have an interest in the field nonetheless. The International Encyclopedia of Political Science provides an essential, authoritative guide to the state of political science at the start of the 21st century and for decades to come, making it an invaluable resource for a global readership, including researchers, students, citizens, and policy makers. The encyclopedia was developed in partnership with the International Political Science Association. Key Themes: Case and Area Studies Comparative Politics, Theory, and Methods Democracy and Democratization Economics Epistemological Foundations Equality and Inequality Gender and Race/Ethnicity International Relations Local Government Peace, War, and Conflict Resolution People and Organizations Political Economy Political Parties Political Sociology Public Policy and Administration Qualitative Methods Quantitative Methods Religion
Robustness Tests For Quantitative Research
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Author : Eric Neumayer
language : en
Publisher: Cambridge University Press
Release Date : 2017-08-17
Robustness Tests For Quantitative Research written by Eric Neumayer and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-17 with Business & Economics categories.
This highly accessible book presents robustness testing as the methodology for conducting quantitative analyses in the presence of model uncertainty.
The Impact Of Cleavages On Swiss Voting Behaviour
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Author : Andreas C. Goldberg
language : en
Publisher: Springer
Release Date : 2016-11-23
The Impact Of Cleavages On Swiss Voting Behaviour written by Andreas C. Goldberg and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-23 with Political Science categories.
This book studies the impact of cleavages on electoral choices. Based on a case study of Switzerland, it analyses how cleavages divide voters into voting blocs and how this influences Swiss voting behaviour and the Swiss party system. The first part examines the development of salient cleavages such as religion, social class, rural-urban, and language between 1971 and 2011. Behavioural changes among voters and changes in the size of social groups are explored as explanatory factors for the decline of cleavage voting. The second part proposes a contextual perspective analysis of the current impact of cleavages using both individual and contextual factors. These factors are also combined to examine interaction effects between the individual and the context. Finally, the third part analyses whether the impact of cleavages has harmonised across different contexts (Swiss cantons) over time.