A researcher is investigating whether the cost of rental housing in San Francisco is the same as the cost of rental housing the San Francisco Bay Area overall. The mean monthly rent for a representative sample of 1,000 rental units in San Francisco is $3,500, with a standard deviation of $250. Official statistics from the state indicate that the monthly rent for the whole Bay Area averages $3,050. Is the rent higher in San Francisco compared to the whole Bay Area