******* Generate some random data from the binomial distribution *******


MTB > Random 100 C1;
SUBC>   Binomial 15 0.5.


******* Empirical pdf *********************
MTB > Tally C1;
SUBC>   Percents.


******* Empirical cdf *********************
MTB > Tally C1;
SUBC>   CumPercents.



******* Sequenced data from 0 to 15 ****
MTB > Set c2
DATA>   1( 0 : 15 / 1 )1
DATA>   End.

******* Evaluate the theoretical binomial pdf at 0 through 15 ******
MTB > PDF C2;
SUBC>   Binomial 15 0.5.

******* Evaluate the theoretical binomial cdf at 0 through 15 ******
MTB > CDF C2;
SUBC>   Binomial 15 0.5.


******* Graph the empirical pdf of a discrete r.v *******
MTB > Chart C1;
SUBC>   Percent;
SUBC>   Bar.
 
******* Graph the empirical cdf of a discrete r.v *******
MTB > ECDF C1;
SUBC>   Connect.



******* Generate random normal data *******
MTB > Random 100 C3;
SUBC>   Normal 0.0 1.0.


******* View the empirical pdf of a continuous rv as histogram with lowess smoother *****
MTB > Histogram C3;
SUBC>   Density;
SUBC>   Bar;
SUBC>   Lowess.