using this data table and matlab:

divide the patients according to whether or not they received antibiotics. Calculate the mean and standard deviation for each of the two subsamples and report the results in a table.

Create histograms and boxplots for the two populations.

The boxplot shows an outlier in the data. Remove this outlier and compare the mean/standard deviations for the two populations in a table. Discuss the differences with and without the outlier included.

Age 30 73 40 47 25 82 60 56 NNNNNX WBC 8 5 12 4 11 11 14 2 1 1 2 NN 6 8 7 7 12 7 7 3 50 1 59 Id Dur_stay 1 5 2 10 3 6 4 5 5 6 7 30 8 11 9 17 10 3 11 9 12 3 13 8 14 8 15 5 5 7 18 4 19 3 20 7 21 22 11 23 11 24 25 Temp 99 98 99 98.2 98.5 96.8 99.5 98.6 98 98 97.6 97.8 99.5 98.4 98.4 99 99.2 98 97 98.2 98.2 98.6 97.6 98.6 98 NN Antibio Bact_cul 2 2 2 1 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 1 2 1 2 2 1 2 1 1 2 1 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 Service 1 1 2 2 2 2 1 1 1 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 1 22 11 2 2 2 2 1 14 11 33 20 32 36 16 17 69 1 47 22 11 19 67 43 41 6 6 6 5 6 10 14 1 2 2 2 u un Age 30 73 40 47 25 82 60 56 NNNNNX WBC 8 5 12 4 11 11 14 2 1 1 2 NN 6 8 7 7 12 7 7 3 50 1 59 Id Dur_stay 1 5 2 10 3 6 4 5 5 6 7 30 8 11 9 17 10 3 11 9 12 3 13 8 14 8 15 5 5 7 18 4 19 3 20 7 21 22 11 23 11 24 25 Temp 99 98 99 98.2 98.5 96.8 99.5 98.6 98 98 97.6 97.8 99.5 98.4 98.4 99 99.2 98 97 98.2 98.2 98.6 97.6 98.6 98 NN Antibio Bact_cul 2 2 2 1 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 1 2 1 2 2 1 2 1 1 2 1 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 Service 1 1 2 2 2 2 1 1 1 2 1 2 2 2 2 2 2 2 1 2 2 2 1 2 1 22 11 2 2 2 2 1 14 11 33 20 32 36 16 17 69 1 47 22 11 19 67 43 41 6 6 6 5 6 10 14 1 2 2 2 u un