Dependent Data in Social Sciences Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Dependent Data in Social Sciences Research write by Mark Stemmler. This book was released on 2015. Dependent Data in Social Sciences Research available in PDF, EPUB and Kindle. This volume presents contributions on handling data in which the postulate of independence in the data matrix is violated. When this postulate is violated and when the methods assuming independence are still applied, the estimated parameters are likely to be biased, and statistical decisions are very likely to be incorrect. Problems associated with dependence in data have been known for a long time, and led to the development of tailored methods for the analysis of dependent data in various areas of statistical analysis. These methods include, for example, methods for the analysis of longitudinal data, corrections for dependency, and corrections for degrees of freedom. This volume contains the following five sections: growth curve modeling, directional dependence, dyadic data modeling, item response modeling (IRT), and other methods for the analysis of dependent data (e.g., approaches for modeling cross-section dependence, multidimensional scaling techniques, and mixed models). Researchers and graduate students in the social and behavioral sciences, education, econometrics, and medicine will find this up-to-date overview of modern statistical approaches for dealing with problems related to dependent data particularly useful.
Dependent Data in Social Sciences Research
Dependent Data in Social Sciences Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Dependent Data in Social Sciences Research write by Mark Stemmler. This book was released on 2015-10-19. Dependent Data in Social Sciences Research available in PDF, EPUB and Kindle. This volume presents contributions on handling data in which the postulate of independence in the data matrix is violated. When this postulate is violated and when the methods assuming independence are still applied, the estimated parameters are likely to be biased, and statistical decisions are very likely to be incorrect. Problems associated with dependence in data have been known for a long time, and led to the development of tailored methods for the analysis of dependent data in various areas of statistical analysis. These methods include, for example, methods for the analysis of longitudinal data, corrections for dependency, and corrections for degrees of freedom. This volume contains the following five sections: growth curve modeling, directional dependence, dyadic data modeling, item response modeling (IRT), and other methods for the analysis of dependent data (e.g., approaches for modeling cross-section dependence, multidimensional scaling techniques, and mixed models). Researchers and graduate students in the social and behavioral sciences, education, econometrics, and medicine will find this up-to-date overview of modern statistical approaches for dealing with problems related to dependent data particularly useful.
Social Science Research
Social Science Research - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Social Science Research write by Anol Bhattacherjee. This book was released on 2012-04-01. Social Science Research available in PDF, EPUB and Kindle. This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages.
Theory-Based Data Analysis for the Social Sciences
Theory-Based Data Analysis for the Social Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Theory-Based Data Analysis for the Social Sciences write by Carol S. Aneshensel. This book was released on 2013. Theory-Based Data Analysis for the Social Sciences available in PDF, EPUB and Kindle. This book presents the elaboration model for the multivariate analysis of observational quantitative data. This model entails the systematic introduction of "third variables" to the analysis of a focal relationship between one independent and one dependent variable to ascertain whether an inference of causality is justified. Two complementary strategies are used: an exclusionary strategy that rules out alternative explanations such as spuriousness and redundancy with competing theories, and an inclusive strategy that connects the focal relationship to a network of other relationships, including the hypothesized causal mechanisms linking the focal independent variable to the focal dependent variable. The primary emphasis is on the translation of theory into a logical analytic strategy and the interpretation of results. The elaboration model is applied with case studies drawn from newly published research that serve as prototypes for aligning theory and the data analytic plan used to test it; these studies are drawn from a wide range of substantive topics in the social sciences, such as emotion management in the workplace, subjective age identification during the transition to adulthood, and the relationship between religious and paranormal beliefs. The second application of the elaboration model is in the form of original data analysis presented in two Analysis Journals that are integrated throughout the text and implement the full elaboration model. Using real data, not contrived examples, the text provides a step-by-step guide through the process of integrating theory with data analysis in order to arrive at meaningful answers to research questions.
The SAGE Encyclopedia of Social Science Research Methods
The SAGE Encyclopedia of Social Science Research Methods - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The SAGE Encyclopedia of Social Science Research Methods write by Michael Lewis-Beck. This book was released on 2004. The SAGE Encyclopedia of Social Science Research Methods available in PDF, EPUB and Kindle. Featuring over 900 entries, this resource covers all disciplines within the social sciences with both concise definitions & in-depth essays.
