Abstract and Keywords
This chapter begins with an introduction to the basic ideas behind clinical mathematical and computational modeling. In general, models of normal cognitive-behavioral functioning are titrated to accommodate performance deviations accompanying psychopathology; model features remaining intact indicate functions that are spared; those that are perturbed are triaged as signifying functions that are disorder affected. Distinctions and interrelations among forms of modeling in clinical science and assessment are stipulated, with an emphasis on analytical, mathematical modeling. Preliminary conceptual and methodological considerations are presented. Concrete examples illustrate the benefits of modeling as applied to specific disorders. Emphasis in each case is on clinically significant information uniquely yielded by the modeling enterprise. Implications for the functional side of clinical functional neuro-imaging are detailed. Challenges to modeling in the domain of clinical science and assessment are described, as are tendered solutions. The chapter ends with a description of continuing challenges and future opportunities.
Keywords: clinical mathematical modeling, clinical cognitive modeling, analytical modeling, psychological assessment, stochastic modeling, clinical bayesian modeling, clinical quantitative cognition, cognitive deficit, method of titration
Access to the complete content on Oxford Handbooks Online requires a subscription or purchase. Public users are able to search the site and view the abstracts and keywords for each book and chapter without a subscription.
If you have purchased a print title that contains an access token, please see the token for information about how to register your code.