By Jennifer S. Rose,Laurie Chassin,Clark C. Presson,Steven J. Sherman
This edited quantity introduces the newest advances in quantitative tools and illustrates how one can observe those ways to very important questions in substance use examine. The target is to supply a discussion board for discussion among methodologists constructing leading edge multivariate statistical tools and substance use researchers who've produced wealthy information sets.
Reflecting present examine tendencies, the booklet examines using longitudinal ideas to degree strategies of swap over the years. Researchers confronted with the duty of learning the reasons, direction, remedy, and prevention of substance use and abuse will locate this quantity precious for employing those concepts to make optimum use in their data.
This leading edge volume:
- introduces using latent curve tools for describing person trajectories of adolescent substance use over time;
- explores tools for interpreting longitudinal facts for people nested inside of teams, akin to households, school rooms, and remedy groups;
- demonstrates how various styles of lacking information effect the translation of results;
- reports on a few fresh advances in longitudinal progress modeling;
- illustrates how to determine mediation whilst there are a number of mediating pathways underlying an intervention effect;
- describes easy methods to determine moderating family members in structural equation models;
- demonstrates using structural equation versions to judge a preventive intervention;
- applies epidemic modeling concepts to appreciate the unfold of substance use in society;
- illustrates using latent transition research to version substance use as a sequence of phases; and
- applies logistic regression to prospectively are expecting smoking cessation.
Read Online or Download Multivariate Applications in Substance Use Research: New Methods for New Questions (Multivariate Applications Series) PDF
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