The invention relates to the use of eicosapentaenoic acid, docosapentaenoic acid, and docosahexaenoic acid in the manufacture of a medicament for reducing a risk of a cardiovascular event selected from the group consisting of cardiovascular death, coronary revascularization, and/or unstable angina in a subject on stable statin therapy, wherein: (a) the subject has previously been identified as having dyslipidemia, as being on stable statin therapy and as having a fasting baseline triglyceride level of about 135 mg/dL to about 500 mg/dL, optionally wherein said subject has established cardiovascular disease or has a high risk of developing cardiovascular disease; and (b) the medicament is formulated for daily administration to provide about 4 g of the eicosapentaenoic acid per day. The invention also relates to the use of eicosapentaenoic acid, docosapentaenoic acid, and docosahexaenoic acid in the manufacture of a medicament for reducing a risk of a cardiovascular event in a subject on statin therapy (a) with residual atherogenic dyslipidemia and clinically evident cardiovascular disease or (b) without clinically evident cardiovascular disease but with increased risk of cardiovascular disease, wherein: (a) the medicament is formulated for daily administration for a period of at least about 2 years of about 4g of eicosapentaenoic acid; and (b) the use reduces risk of cardiovascular disease, need for coronary revascularization, risk of unstable angina, risk for stroke, risk for myocardial infarction, or any combination thereof.