I have variables for 'probability to become obese', 'probabilities of osteoarthritis' and 'probability of death' for each individual.
Based on each of these probabilities, I would like to generate variables such as obesity, osteoarthritis and death with binary values (0 or 1).
In other words, I'd like to randomly assign a value of 0 or 1 to the variables(obesity, osteoarthritis, death) depending on each probability.
I'm considering a command like this, "generate byte OA = uniform() <= prOA", but it doesn't seem accurate.
Please give me your correct idea.
Thanks in advance.
Best regards,
Yunsun
Code:
* Example generated by -dataex-. To install: ssc install dataex clear input byte(id sex age agegr sexagegr sm pa) float(probese prOA prDTH) 1 0 41 4 14 0 0 .0482027 .0045425 .0015648 2 0 41 4 14 0 0 .0482027 .0045425 .0015648 3 0 41 4 14 0 0 .0482027 .0045425 .0015648 4 0 41 4 14 1 1 .0449715 .0045352 .0015648 5 0 41 4 14 1 0 .9094359 .0069649 .0015648 6 0 41 4 14 1 0 .9094359 .0069649 .0015648 7 0 41 4 14 1 1 .9123892 .0069751 .0015648 8 0 41 4 14 1 0 .043434 .0045318 .0015648 9 0 41 4 14 1 0 .043434 .0045318 .0015648 10 0 41 4 14 1 1 .0449715 .0045352 .0015648 11 0 41 4 14 0 0 .0482027 .0045425 .0015648 12 0 41 4 14 1 0 .9094359 .0069649 .0015648 13 0 41 4 14 1 0 .9094359 .0069649 .0015648 14 0 41 4 14 1 0 .043434 .0045318 .0015648 15 0 41 4 14 1 0 .043434 .0045318 .0015648 16 0 41 4 14 1 1 .0449715 .0045352 .0015648 17 0 41 4 14 1 1 .9123892 .0069751 .0015648 18 0 41 4 14 1 0 .043434 .0045318 .0015648 19 0 41 4 14 0 0 .0482027 .0045425 .0015648 20 0 41 4 14 1 0 .043434 .0045318 .0015648 21 0 41 4 14 1 0 .9094359 .0069649 .0015648 22 0 41 4 14 1 0 .9094359 .0069649 .0015648 23 0 41 4 14 1 1 .0449715 .0045352 .0015648 24 0 41 4 14 1 1 .0449715 .0045352 .0015648 25 0 41 4 14 1 0 .9094359 .0069649 .0015648 26 0 41 4 14 1 0 .043434 .0045318 .0015648 27 0 41 4 14 1 0 .043434 .0045318 .0015648 28 0 41 4 14 0 0 .9180345 .0069946 .0027712 end
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