Interpret standard error and answer the question:
Question: Is there a Difference in Income Earned Between Female Householder, No Male Present and Male Householder, No Female Present?
Info : The average of the male income is $1,309,100 whereas the average of the female income is $1,213,900. The result of the difference of means test resulted in $9,520. The standard error is $104,858.69, what does this standard error mean in regards to the above speculation?