TY - JOUR
T1 - Multiple regression analyses in clinical child and adolescent psychology
AU - Jaccard, James
AU - Guilamo-Ramos, Vincent
AU - Johansson, Margaret
AU - Bouris, Alida
PY - 2006
Y1 - 2006
N2 - A major form of data analysis in clinical child and adolescent psychology is multiple regression. This article reviews issues in the application of such methods in light of the research designs typical of this field. Issues addressed include controlling covariates, evaluation of predictor relevance, comparing predictors, analysis of moderation, analysis of mediation, assumption violations, outliers, limited dependent variables, and directed regression and its relation to structural equation modeling. Analytic guidelines are provided within each domain.
AB - A major form of data analysis in clinical child and adolescent psychology is multiple regression. This article reviews issues in the application of such methods in light of the research designs typical of this field. Issues addressed include controlling covariates, evaluation of predictor relevance, comparing predictors, analysis of moderation, analysis of mediation, assumption violations, outliers, limited dependent variables, and directed regression and its relation to structural equation modeling. Analytic guidelines are provided within each domain.
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U2 - 10.1207/s15374424jccp3503_11
DO - 10.1207/s15374424jccp3503_11
M3 - Review article
C2 - 16836483
AN - SCOPUS:33747155331
SN - 1537-4416
VL - 35
SP - 456
EP - 479
JO - Journal of Clinical Child and Adolescent Psychology
JF - Journal of Clinical Child and Adolescent Psychology
IS - 3
ER -