Stroudsburg is part of the East Stroudsburg, PA Metropolitan Statistical Area, which in turn is part of the New York metropolitan area.
Stroudsburg is part of the East Stroudsburg, PA Micropolitan Statistical Area. Since Stroudsburg is located in Monroe County, it is therefore part of the New York metropolitan area.