Nonrecursive Causal Models (Quantitative Applications in the Social Sciences)

by William D. Berry

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Where an assumption of unidirectionality in causal effects is unrealistic, ′recursive′ models cannot be used, and more complex ′nonrecursive′ models are necessary. Unfortunately, many nonrecursive models (unlike recursive models) are ′unidentified′, which makes meaningful parameter estimation impossible. Even when they are identified, it would be inappropriate to use OLS regression techniques (appropriate for recursive models) for the purpose of estimation. The concept of identification, and the factors that lead to it are explained; and various tests for determination are provided. Illustrations from a variety of social science disciplines are used throughout the book.
  • ISBN10 0803922655
  • ISBN13 9780803922655
  • Publish Date 30 August 1984
  • Publish Status Active
  • Publish Country US
  • Imprint SAGE Publications Inc