{"product_id":"multivariate-applications-in-substance-use-research","title":"Multivariate Applications in Substance Use Research","description":"\u003cp\u003eThis edited volume introduces the latest advances in quantitative methods and illustrates ways to apply these methods to important questions in substance use research. The goal is to provide a forum for dialogue between methodologists developing innovative multivariate statistical methods and substance use researchers who have produced rich data sets.\u003c\/p\u003e\u003cp\u003eReflecting current research trends, the book examines the use of longitudinal techniques to measure processes of change over time. Researchers faced with the task of studying the causes, course, treatment, and prevention of substance use and abuse will find this volume helpful for applying these techniques to make optimal use of their data.\u003c\/p\u003e\u003cp\u003eThis innovative volume:\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eintroduces the use of latent curve methods for describing individual trajectories of adolescent substance use over time;\u003c\/li\u003e\n\u003cli\u003eexplores methods for analyzing longitudinal data for individuals nested within groups, such as families, classrooms, and treatment groups;\u003c\/li\u003e\n\u003cli\u003edemonstrates how different patterns of missing data influence the interpretation of results;\u003c\/li\u003e\n\u003cli\u003ereports on some recent advances in longitudinal growth modeling;\u003c\/li\u003e\n\u003cli\u003eillustrates methods to assess mediation when there are multiple mediating pathways underlying an intervention effect;\u003c\/li\u003e\n\u003cli\u003edescribes methods to identify moderating relations in structural equation models;\u003c\/li\u003e\n\u003cli\u003edemonstrates the use of structural equation models to evaluate a preventive intervention;\u003c\/li\u003e\n\u003cli\u003eapplies epidemic modeling techniques to understand the spread of substance use in society;\u003c\/li\u003e\n\u003cli\u003eillustrates the use of latent transition analysis to model substance use as a series of stages; and\u003c\/li\u003e\n\u003cli\u003eapplies logistic regression to prospectively predict smoking cessation.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Taylor \u0026 Francis Inc","offers":[{"title":"Default Title","offer_id":54236556919128,"sku":"9780805829426","price":107.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9780805829426.jpg?v=1769807727","url":"https:\/\/agendabookshop.com\/products\/multivariate-applications-in-substance-use-research","provider":"Agenda Bookshop","version":"1.0","type":"link"}