The Sage Handbook Of Regression Analysis And Causal Inference

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The SAGE Handbook of Regression Analysis and Causal Inference

Author : Henning Best
Publisher : SAGE
ISBN 13 : 1473908353
Total Pages : 424 pages
Book Rating : 4.4/5 (739 download)

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Book Synopsis The SAGE Handbook of Regression Analysis and Causal Inference by : Henning Best

Download or read book The SAGE Handbook of Regression Analysis and Causal Inference written by Henning Best and published by SAGE. This book was released on 2014-09-27 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The editors of the new SAGE Handbook of Regression Analysis and Causal Inference have assembled a wide-ranging, high-quality, and timely collection of articles on topics of central importance to quantitative social research, many written by leaders in the field. Everyone engaged in statistical analysis of social-science data will find something of interest in this book.' - John Fox, Professor, Department of Sociology, McMaster University 'The authors do a great job in explaining the various statistical methods in a clear and simple way - focussing on fundamental understanding, interpretation of results, and practical application - yet being precise in their exposition.' - Ben Jann, Executive Director, Institute of Sociology, University of Bern 'Best and Wolf have put together a powerful collection, especially valuable in its separate discussions of uses for both cross-sectional and panel data analysis.' -Tom Smith, Senior Fellow, NORC, University of Chicago Edited and written by a team of leading international social scientists, this Handbook provides a comprehensive introduction to multivariate methods. The Handbook focuses on regression analysis of cross-sectional and longitudinal data with an emphasis on causal analysis, thereby covering a large number of different techniques including selection models, complex samples, and regression discontinuities. Each Part starts with a non-mathematical introduction to the method covered in that section, giving readers a basic knowledge of the method’s logic, scope and unique features. Next, the mathematical and statistical basis of each method is presented along with advanced aspects. Using real-world data from the European Social Survey (ESS) and the Socio-Economic Panel (GSOEP), the book provides a comprehensive discussion of each method’s application, making this an ideal text for PhD students and researchers embarking on their own data analysis.

The Sage Handbook of Regression Analysis and Causal Inference

Author : Henning Best
Publisher :
ISBN 13 : 9781446288146
Total Pages : 425 pages
Book Rating : 4.2/5 (881 download)

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Book Synopsis The Sage Handbook of Regression Analysis and Causal Inference by : Henning Best

Download or read book The Sage Handbook of Regression Analysis and Causal Inference written by Henning Best and published by . This book was released on with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Edited and written by a team of leading international social scientists, this handbook provides a comprehensive introduction to multivariate methods. It focuses on regression analysis of cross-sectional and longitudinal data with an emphasis on causal analysis, thereby covering a large number of different techniques including selection models, complex samples, and regression discontinuities.

Regression Analysis

Author : Richard A. Berk
Publisher : SAGE
ISBN 13 : 9780761929048
Total Pages : 286 pages
Book Rating : 4.9/5 (29 download)

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Book Synopsis Regression Analysis by : Richard A. Berk

Download or read book Regression Analysis written by Richard A. Berk and published by SAGE. This book was released on 2004 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: PLEASE UPDATE SAGE INDIA AND SAGE UK ADDRESSES ON IMPRINT PAGE.

The SAGE Handbook of Multilevel Modeling

Author : Marc A. Scott
Publisher : SAGE
ISBN 13 : 1473971314
Total Pages : 745 pages
Book Rating : 4.4/5 (739 download)

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Book Synopsis The SAGE Handbook of Multilevel Modeling by : Marc A. Scott

Download or read book The SAGE Handbook of Multilevel Modeling written by Marc A. Scott and published by SAGE. This book was released on 2013-08-31 with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling. The Handbook establishes the connections in multilevel modeling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as a unique arsenal of state-of-the-art tools. It forges vital connections that cross traditional disciplinary divides and introduces best practice in the field. Part I establishes the framework for estimation and inference, including chapters dedicated to notation, model selection, fixed and random effects, and causal inference. Part II develops variations and extensions, such as nonlinear, semiparametric and latent class models. Part III includes discussion of missing data and robust methods, assessment of fit and software. Part IV consists of exemplary modeling and data analyses written by methodologists working in specific disciplines. Combining practical pieces with overviews of the field, this Handbook is essential reading for any student or researcher looking to apply multilevel techniques in their own research.

The SAGE Handbook of Quantitative Methodology for the Social Sciences

Author : David Kaplan
Publisher : SAGE
ISBN 13 : 9780761923596
Total Pages : 532 pages
Book Rating : 4.9/5 (235 download)

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Book Synopsis The SAGE Handbook of Quantitative Methodology for the Social Sciences by : David Kaplan

Download or read book The SAGE Handbook of Quantitative Methodology for the Social Sciences written by David Kaplan and published by SAGE. This book was released on 2004-06-21 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative methodology is a highly specialized field, and as with any highly specialized field, working through idiosyncratic language can be very difficult made even more so when concepts are conveyed in the language of mathematics and statistics. The Sage Handbook of Quantitative Methodology for the Social Sciences was conceived as a way of introducing applied statisticians, empirical researchers, and graduate students to the broad array of state-of-the-art quantitative methodologies in the social sciences. The contributing authors of the Handbook were asked to write about their areas of expertise in a way that would convey to the reader the utility of their respective methodologies. Relevance to real-world problems in the social sciences is an essential ingredient of each chapter. The Handbook consists of six sections comprising twenty-five chapters, from topics in scaling and measurement, to advances in statistical modelling methodologies, and finally to broad philosophical themes that transcend many of the quantitative methodologies covered in this handbook.

Handbook of Data Analysis

Author : Melissa A Hardy
Publisher : SAGE
ISBN 13 : 1446203441
Total Pages : 728 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Handbook of Data Analysis by : Melissa A Hardy

Download or read book Handbook of Data Analysis written by Melissa A Hardy and published by SAGE. This book was released on 2009-06-17 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electronic Inspection Copy available for instructors here 'This book provides an excellent reference guide to basic theoretical arguments, practical quantitative techniques and the methodologies that the majority of social science researchers are likely to require for postgraduate study and beyond' - Environment and Planning 'The book provides researchers with guidance in, and examples of, both quantitative and qualitative modes of analysis, written by leading practitioners in the field. The editors give a persuasive account of the commonalities of purpose that exist across both modes, as well as demonstrating a keen awareness of the different things that each offers the practising researcher' - Clive Seale, Brunel University 'With the appearance of this handbook, data analysts no longer have to consult dozens of disparate publications to carry out their work. The essential tools for an intelligent telling of the data story are offered here, in thirty chapters written by recognized experts. ' - Michael Lewis-Beck, F Wendell Miller Distinguished Professor of Political Science, University of Iowa 'This is an excellent guide to current issues in the analysis of social science data. I recommend it to anyone who is looking for authoritative introductions to the state of the art. Each chapter offers a comprehensive review and an extensive bibliography and will be invaluable to researchers wanting to update themselves about modern developments' - Professor Nigel Gilbert, Pro Vice-Chancellor and Professor of Sociology, University of Surrey This is a book that will rapidly be recognized as the bible for social researchers. It provides a first-class, reliable guide to the basic issues in data analysis, such as the construction of variables, the characterization of distributions and the notions of inference. Scholars and students can turn to it for teaching and applied needs with confidence. The book also seeks to enhance debate in the field by tackling more advanced topics such as models of change, causality, panel models and network analysis. Specialists will find much food for thought in these chapters. A distinctive feature of the book is the breadth of coverage. No other book provides a better one-stop survey of the field of data analysis. In 30 specially commissioned chapters the editors aim to encourage readers to develop an appreciation of the range of analytic options available, so they can choose a research problem and then develop a suitable approach to data analysis.

Applied Regression

Author : Colin Lewis-Beck
Publisher : SAGE Publications
ISBN 13 : 1483381498
Total Pages : 71 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Applied Regression by : Colin Lewis-Beck

Download or read book Applied Regression written by Colin Lewis-Beck and published by SAGE Publications. This book was released on 2015-06-18 with total page 71 pages. Available in PDF, EPUB and Kindle. Book excerpt: Known for its readability and clarity, this Second Edition of the best-selling Applied Regression provides an accessible introduction to regression analysis for social scientists and other professionals who want to model quantitative data. After covering the basic idea of fitting a straight line to a scatter of data points, the text uses clear language to explain both the mathematics and assumptions behind the simple linear regression model. The authors then cover more specialized subjects of regression analysis, such as multiple regression, measures of model fit, analysis of residuals, interaction effects, multicollinearity, and prediction. Throughout the text, graphical and applied examples help explain and demonstrate the power and broad applicability of regression analysis for answering scientific questions.

Applied Regression Analysis

Author : Christer Thrane
Publisher : Routledge
ISBN 13 : 0429813031
Total Pages : 192 pages
Book Rating : 4.4/5 (298 download)

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Book Synopsis Applied Regression Analysis by : Christer Thrane

Download or read book Applied Regression Analysis written by Christer Thrane and published by Routledge. This book was released on 2019-10-16 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an introduction to regression analysis, focusing on the practicalities of doing regression analysis on real-life data. Contrary to other textbooks on regression, this book is based on the idea that you do not necessarily need to know much about statistics and mathematics to get a firm grip on regression and perform it to perfection. This non-technical point of departure is complemented by practical examples of real-life data analysis using statistics software such as Stata, R and SPSS. Parts 1 and 2 of the book cover the basics, such as simple linear regression, multiple linear regression, how to interpret the output from statistics programs, significance testing and the key regression assumptions. Part 3 deals with how to practically handle violations of the classical linear regression assumptions, regression modeling for categorical y-variables and instrumental variable (IV) regression. Part 4 puts the various purposes of, or motivations for, regression into the wider context of writing a scholarly report and points to some extensions to related statistical techniques. This book is written primarily for those who need to do regression analysis in practice, and not only to understand how this method works in theory. The book’s accessible approach is recommended for students from across the social sciences.

The SAGE Handbook of Research Methods in Political Science and International Relations

Author : Luigi Curini
Publisher : SAGE
ISBN 13 : 1526486393
Total Pages : 1861 pages
Book Rating : 4.5/5 (264 download)

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Book Synopsis The SAGE Handbook of Research Methods in Political Science and International Relations by : Luigi Curini

Download or read book The SAGE Handbook of Research Methods in Political Science and International Relations written by Luigi Curini and published by SAGE. This book was released on 2020-04-09 with total page 1861 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Handbook of Research Methods in Political Science and International Relations offers a comprehensive overview of research processes in social science — from the ideation and design of research projects, through the construction of theoretical arguments, to conceptualization, measurement, & data collection, and quantitative & qualitative empirical analysis — exposited through 65 major new contributions from leading international methodologists. Each chapter surveys, builds upon, and extends the modern state of the art in its area. Following through its six-part organization, undergraduate and graduate students, researchers and practicing academics will be guided through the design, methods, and analysis of issues in Political Science and International Relations: Part One: Formulating Good Research Questions & Designing Good Research Projects Part Two: Methods of Theoretical Argumentation Part Three: Conceptualization & Measurement Part Four: Large-Scale Data Collection & Representation Methods Part Five: Quantitative-Empirical Methods Part Six: Qualitative & "Mixed" Methods

Statistical Approaches to Causal Analysis

Author : Matthew McBee
Publisher : SAGE
ISBN 13 : 1529711118
Total Pages : 178 pages
Book Rating : 4.5/5 (297 download)

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Book Synopsis Statistical Approaches to Causal Analysis by : Matthew McBee

Download or read book Statistical Approaches to Causal Analysis written by Matthew McBee and published by SAGE. This book was released on 2022-03-01 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an up-to-date and accessible introduction to causal inference in quantitative research. Featuring worked example datasets throughout, it clearly outlines the steps involved in carrying out various types of statistical causal analysis. In turn, helping you apply these methods to your own research. It contains guidance on: Selecting the most appropriate conditioning method for your data. Applying the Rubin’s Causal Model to your analysis, a mathematical framework for understanding and ensuring accurate causation inferences. Utilising various techniques and designs, such as propensity scores, instrumental variables analysis, and regression discontinuity designs, to better synthesise and analyse different types of data. Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.

Applied Regression

Author : Michael Lewis-Beck
Publisher : SAGE Publications, Incorporated
ISBN 13 :
Total Pages : 88 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Applied Regression by : Michael Lewis-Beck

Download or read book Applied Regression written by Michael Lewis-Beck and published by SAGE Publications, Incorporated. This book was released on 1980-08 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied regression allows social scientists who are not specialists in quantitative techniques to arrive at clear verbal explanations of their numerical results. Provides a lucid discussion of more specialized subjects: analysis of residuals, interaction effects, specification error, multicollinearity, standardized coefficients, and dummy variables.

Handbook of Health Inequalities Across the Life Course

Author : Rasmus Hoffmann
Publisher : Edward Elgar Publishing
ISBN 13 : 1800888163
Total Pages : 435 pages
Book Rating : 4.8/5 (8 download)

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Book Synopsis Handbook of Health Inequalities Across the Life Course by : Rasmus Hoffmann

Download or read book Handbook of Health Inequalities Across the Life Course written by Rasmus Hoffmann and published by Edward Elgar Publishing. This book was released on 2023-01-20 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of health across an individual’s life depends on many factors, but social determinants play a vital role. This timely Handbook simultaneously uses theoretical, descriptive, explanatory and policy approaches to explore health inequalities related to income, education, occupational status, social capital, and also biological and genetic factors.

The SAGE Handbook of Survey Methodology

Author : Christof Wolf
Publisher : SAGE
ISBN 13 : 1473959055
Total Pages : 741 pages
Book Rating : 4.4/5 (739 download)

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Book Synopsis The SAGE Handbook of Survey Methodology by : Christof Wolf

Download or read book The SAGE Handbook of Survey Methodology written by Christof Wolf and published by SAGE. This book was released on 2016-03-24 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: With a particular focus on the complexities of cross-national, comparative survey research, explored by a team of international experts at local and national levels, this exciting new handbook provides readers with a cutting-edge resource.

Advanced Statistics for Testing Assumed Causal Relationships

Author : Hooshang Nayebi
Publisher : Springer Nature
ISBN 13 : 303054754X
Total Pages : 125 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Advanced Statistics for Testing Assumed Causal Relationships by : Hooshang Nayebi

Download or read book Advanced Statistics for Testing Assumed Causal Relationships written by Hooshang Nayebi and published by Springer Nature. This book was released on 2020-08-15 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book concentrates on linear regression, path analysis and logistic regressions, the most used statistical techniques for the test of causal relationships. Its emphasis is on the conceptions and applications of the techniques by using simple examples without requesting any mathematical knowledge. It shows multiple regression analysis accurately reconstructs the causal relationships between phenomena. So, it can be used to test the hypotheses about causal relationships between variables. It presents that potential effects of each independent variable on the dependent variable are not limited to direct and indirect effects. The path analysis shows each independent variable has a pure effect on the dependent variable. So, it can be shown the unique contribution of each independent variable to the variation of the dependent variable. It is an advanced statistical text for the graduate students in social and behavior sciences. It also serves as a reference for professionals and researchers.

Interpreting and Using Regression

Author : Christopher H. Achen
Publisher : SAGE Publications
ISBN 13 : 145221011X
Total Pages : 88 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis Interpreting and Using Regression by : Christopher H. Achen

Download or read book Interpreting and Using Regression written by Christopher H. Achen and published by SAGE Publications. This book was released on 1982-10-01 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interpreting and Using Regression sets out the actual procedures researchers employ, places them in the framework of statistical theory, and shows how good research takes account both of statistical theory and real world demands. Achen builds a working philosophy of regression that goes well beyond the abstract, unrealistic treatment given in previous texts.

Causality in a Social World

Author : Guanglei Hong
Publisher : John Wiley & Sons
ISBN 13 : 1119030609
Total Pages : 448 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Causality in a Social World by : Guanglei Hong

Download or read book Causality in a Social World written by Guanglei Hong and published by John Wiley & Sons. This book was released on 2015-06-09 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Causality in a Social World introduces innovative new statistical research and strategies for investigating moderated intervention effects, mediated intervention effects, and spill-over effects using experimental or quasi-experimental data. The book uses potential outcomes to define causal effects, explains and evaluates identification assumptions using application examples, and compares innovative statistical strategies with conventional analysis methods. Whilst highlighting the crucial role of good research design and the evaluation of assumptions required for identifying causal effects in the context of each application, the author demonstrates that improved statistical procedures will greatly enhance the empirical study of causal relationship theory. Applications focus on interventions designed to improve outcomes for participants who are embedded in social settings, including families, classrooms, schools, neighbourhoods, and workplaces.

Doing Statistical Analysis

Author : Christer Thrane
Publisher : Taylor & Francis
ISBN 13 : 1000620670
Total Pages : 289 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Doing Statistical Analysis by : Christer Thrane

Download or read book Doing Statistical Analysis written by Christer Thrane and published by Taylor & Francis. This book was released on 2022-07-29 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Doing Statistical Analysis looks at three kinds of statistical research questions – descriptive, associational, and inferential – and shows students how to conduct statistical analyses and interpret the results. Keeping equations to a minimum, it uses a conversational style and relatable examples such as football, COVID-19, and tourism, to aid understanding. Each chapter contains practice exercises, and a section showing students how to reproduce the statistical results in the book using Stata and SPSS. Digital supplements consist of data sets in Stata, SPSS, and Excel, and a test bank for instructors. Its accessible approach means this is the ideal textbook for undergraduate students across the social and behavioral sciences needing to build their confidence with statistical analysis.