The mean, median, mode, and standard deviation for the given sample are 27.6 mpg, 29.5 mpg, 35 mpg, and 4.76 mpg respectively.
Step-by-step explanation:
To find the mean, add up all the values and divide by the number of values:
Mean = (19 + 22 + 26 + 27 + 30 + 32 + 35 + 35) / 8 = 27.6 mpg
To find the median, arrange the values in ascending order and find the middle value:
Median = 29.5 mpg
To find the mode, look for the value(s) that occur(s) most frequently:
Mode = 35 mpg (occurs twice)
To find the standard deviation, first find the variance by subtracting the mean from each value, squaring the differences, finding the mean of the squared differences, and taking the square root:
Variance = [(19-27.6)^2 + (22-27.6)^2 + (26-27.6)^2 + (27-27.6)^2 + (30-27.6)^2 + (32-27.6)^2 + (35-27.6)^2 + (35-27.6)^2] / 8 = 22.65 mpg^2
Standard Deviation = sqrt(22.65) = 4.76 mpg