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Confidence Intervals

Author : Michael Smithson
ISBN : 076192499X
Genre : Mathematics
File Size : 58.48 MB
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Using lots of easy to understand examples from different disciplines, the author introduces the basis of the confidence interval framework and provides the criteria for `best′ confidence intervals, along with the trade-offs between confidence and precision. The book covers such pertinent topics as: the transformation principle whereby a confidence interval for a parameter may be used to construct an interval for any monotonic transformation of that parameter; confidence intervals on distributions whose shape changes with the value of the parameter being estimated; and, the relationship between confidence interval and significance testing frameworks, particularly regarding power.
Category: Mathematics

Themenbereich B Methodologie Und Methoden Evaluation Grundlagen Und Statistische Methoden Der Evaluationsforschung

Author : Heinz Holling
ISBN : 9783840915055
Genre : Psychology
File Size : 24.72 MB
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In nahezu allen gesellschaftlichen Bereichen, wie z.B. Bildung, Verwaltung, Wirtschaft oder Gesundheit, werden heutzutage unterschiedlichste Aktivitäten evaluiert. Somit spielt die Evaluationsforschung nicht nur in der Psychologie, sondern auch in den Nachbarwissenschaften, wie der Pädagogik, Politologie oder Ökonomie, eine bedeutende Rolle. Die Beiträge dieses Enzyklopädiebandes konzentrieren sich auf die wissenschaftlichen Grundlagen der Evaluationsforschung. Im Vordergrund stehen die Definition der Evaluationsforschung und die wissenschaftstheoretische Fundierung dieses Gebietes sowie statistische und methodische Grundlagen. Da Evaluationsstudien häufig komplexer und längerfristiger Natur sind, erfordern sie insbesondere multivariate statistische Auswertungsverfahren. Ihnen wird daher besonders viel Raum gewährt. In einzelnen Kapiteln werden u. a. folgende Themen behandelt: Facettentheorie, Aufstellen und Prüfen von Hypothesen. Generalisierbarkeitstheorie, Metaanalyse in der Evaluationsforschung, das Allgemeine Lineare Modell in der Evaluationsforschung, Hierarchische Lineare Modelle (HLM), Generalisierte Lineare Modelle, Strukturgleichungsmodelle, Multidimensionale Skalierung, Mischverteilungsmodelle, Veränderungsmessung, Zeitreihenanalyse, Resampling sowie statistische Methoden bei unvollständigen Daten.
Category: Psychology

The Sage Encyclopedia Of Social Science Research Methods

Author : Michael Lewis-Beck
ISBN : 0761923632
Genre : Social Science
File Size : 37.6 MB
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"The first encyclopedia to cover inclusively both quantitative and qualitative research approaches, this set provides clear explanations of 1,000 methodologies, avoiding mathematical equations when possible with liberal cross-referencing and bibliographies. Each volume includes a list of works cited, and the third contains a comprehensive index and lists of person names, organizations, books, tests, software, major concepts, surveys, and methodologies."--"Reference that rocks," American Libraries, May 2005.
Category: Social Science

Fuzzy Set Theory

Author : Michael Smithson
ISBN : 076192986X
Genre : Mathematics
File Size : 62.88 MB
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Fuzzy set theory deals with sets or categories whose boundaries are blurry or, in other words, "fuzzy." This book presents an accessible introduction to fuzzy set theory, focusing on its applicability to the social sciences. Unlike most books on this topic, Fuzzy Set Theory: Applications in the Social Sciences provides a systematic, yet practical guide for researchers wishing to combine fuzzy set theory with standard statistical techniques and model-testing.
Category: Mathematics


Author : Christopher Z. Mooney
ISBN : 080395381X
Genre : Social Science
File Size : 83.43 MB
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Bootstrapping, a computational nonparametric technique for "re-sampling," enables researchers to draw a conclusion about the characteristics of a population strictly from the existing sample rather than by making parametric assumptions about the estimator. Using real data examples from per capita personal income to median preference differences between legislative committee members and the entire legislature, Mooney and Duval discuss how to apply bootstrapping when the underlying sampling distribution of the statistics cannot be assumed normal, as well as when the sampling distribution has no analytic solution. In addition, they show the advantages and limitations of four bootstrap confidence interval methods: normal approximation, percenti
Category: Social Science

Modern Methods For Robust Regression

Author : Robert Andersen
ISBN : 9781412940726
Genre : Social Science
File Size : 87.47 MB
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Geared towards both future and practising social scientists, this book takes an applied approach and offers readers empirical examples to illustrate key concepts. It includes: applied coverage of a topic that has traditionally been discussed from a theoretical standpoint; empirical examples to illustrate key concepts; a web appendix that provides readers with the data and the R-code for the examples used in the book.
Category: Social Science

Regression Diagnostics

Author : John Fox
ISBN : 080393971X
Genre : Mathematics
File Size : 70.94 MB
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With Regression Diagnostics, researchers now have an accessible explanation of the techniques needed for exploring problems that compromise a regression analysis and for determining whether certain assumptions appear reasonable. The book covers such topics as the problem of collinearity in multiple regression, dealing with outlying and influential data, non-normality of errors, non-constant error variance and the problems and opportunities presented by discrete data. In addition, sophisticated diagnostics based on maximum-likelihood methods, scores tests, and constructed variables are introduced.
Category: Mathematics

Internet Data Collection

Author : Samuel J. Best
ISBN : 0761927107
Genre : Computers
File Size : 21.16 MB
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Designed for researchers and students alike, the volume describes how to perform each stage of the data collection process on the Internet, including sampling, instrument design, and administration. Through the use of non-technical prose and illustrations, it details the options available, describes potential dangers in choosing them, and provides guidelines for sidestepping them. In doing so, though, it does not simply reiterate the practices of traditional communication modes, but approaches the Internet as a unique medium that necessitates its own conventions.
Category: Computers

Applied Statistics From Bivariate Through Multivariate Techniques

Author : Rebecca M. Warner
ISBN : 9781412991346
Genre : Mathematics
File Size : 72.4 MB
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Rebecca M. Warner's Applied Statistics: From Bivariate Through Multivariate Techniques, Second Edition provides a clear introduction to widely used topics in bivariate and multivariate statistics, including multiple regression, discriminant analysis, MANOVA, factor analysis, and binary logistic regression. The approach is applied and does not require formal mathematics; equations are accompanied by verbal explanations. Students are asked to think about the meaning of equations. Each chapter presents a complete empirical research example to illustrate the application of a specific method. Although SPSS examples are used throughout the book, the conceptual material will be helpful for users of different programs. Each chapter has a glossary and comprehension questions.
Category: Mathematics