Getting a fat car loan is much easier if your credit is good, you aren't in debt, and your income is relatively high. It's an indicator of relative wealth.
Car's are easy to repossess, it's really not too risky to lend out a car and you don't need to substantiate much more than a half decent income and history of timely payments.