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Similarity in smoking behavior among adolescent friends could be caused by selection of friends on the basis of behavioral similarity, or by influence processes, where behavior is changed to be similar to that of friends. The main aim of the present study is to disentangle selection and influence processes and study changes over time in these processes using new methods of longitudinal social network analysis. The sample consists of 1716 adolescents (mean age at baseline= 12.17 years, SD=. 38) in 11 British schools participating in the control group of the ASSIST (A Stop Smoking in School Trial) study. The design was longitudinal with three observations at one-year intervals. At each observation, participants were asked to report on their smoking behavior and friendship networks. An actor-based model of friendship network and smoking behavior coevolution (a statistical model for the …