They are that rich because monetary policy is frantically trying to force them to spend their money by dropping interest rates and doing QE, because the CPI excludes asset prices, substitutes goods for cheaper goods, and performs subjective deductions on goods to reduce their price in the basket.

Do you feel richer because your car has anti-lock breaks, and should its forced inclusion increase the money supply and debase the minimum wage?