To be called a "Piker" was to be called a fool, a bafoon, a "pilgram in the John Wayne sense of the word," or total "greenhorn;" hence the common expresion used today is: "He is NO Piker" or "I am NO Piker."
Pike County (Missouri) History - http://www.pikecountytourism.com/history.htm