Suppose that$10,000$ customers in a$$ retailer's customer database are categorized by three customer$$ types: $3,500$ prospective$$ buyers, $4,500$ first time$$ buyers, and$2,000$ repeat$($loyal$)$ buyers. A sample of$1,000$ customers is needed.

What type of sampling should you$$ do$?$ Why?