I am just learning SPSS, I have a background in PL/SQL and T-SQL
I have a dataset and need to make three groups based on deviation from the mean for a specific variable
Greater than 1 Standard Deviation Above the Mean
Greater than 1 Standard Deviation Below the Mean
All Others
I wanted to use a scratch variable but have no idea how to find the standard deviation of an existing variable and populate it into a scratch variable to use for my grouping conditions.
Any help appreciated
The aggregate command can calculate the SD of a variable and add it to the dataset, like this:
aggregate/outfile=* mode=addvariables/break=
/SDyourvar=sd(yourvar) /MEANyourvar=mean(yourvar).
Now you can use the variables to create groups like this for example:
do if yourvar < (MEANyourvar - SDyourvar).
compute group=-1.
else if yourvar > (MEANyourvar + SDyourvar).
compute group=1.
else.
compute group=0.
end if.
Or for a shorter version:
compute group=(yourvar > (MEANyourvar+SDyourvar)) - (yourvar < (MEANyourvar-SDyourvar)).