Theory-Based Data Analysis for the Social SciencesAuthor(s): Carol S. Aneshensel\nFormat: Paperback\nPublisher: SAGE Publications Inc, United States\nImprint: SAGE Publications Inc\nISBN-13: 9781412994354, 978-1412994354\nSynopsis\nThis 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 in.
Theory-Based Data Analysis for the Social SciencesAuthor(s): Carol S. Aneshensel\nFormat: Paperback\nPublisher: SAGE Publications Inc, United States\nImprint: SAGE Publications Inc\nISBN-13: 9781412994354, 978-1412994354\nSynopsis\nThis 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 in.
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