The purpose of this study is to determine whether administration of lapaquistat acetate co-administered with simvastatin will be more efficacious in lowering low-density lipoprotein cholesterol, compared to lapaquistat or simvastatin alone. Total participation time in this study is anticipated to be 19 weeks.