xt2treatments/create_test_data.log at main · codedthinking/xt2treatments · GitHub

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  ___  ____  ____  ____  ____ ®
 /__    /   ____/   /   ____/      18.0
___/   /   /___/   /   /___/       MP—Parallel Edition

 Statistics and Data Science       Copyright 1985-2023 StataCorp LLC
                                   StataCorp
                                   4905 Lakeway Drive
                                   College Station, Texas 77845 USA
                                   800-STATA-PC        https://www.stata.com
                                   979-696-4600        stata@stata.com

Stata license: Single-user 2-core  perpetual
Serial number: 501806323834
  Licensed to: Miklos Koren
               CEU MicroData

Notes:
      1. Stata is running in batch mode.
      2. Unicode is supported; see help unicode_advice.
      3. More than 2 billion observations are allowed; see help obs_advice.
      4. Maximum number of variables is set to 5,000 but can be increased;
          see help set_maxvar.

. do test/create_test_data.do

. clear

. set obs 1000
Number of observations (_N) was 0, now 1,000.

. * kudos to readers who figure out where this number comes from
. set seed 9732

.
. scalar A = 0.3

. scalar B = 0.6

. scalar sigma = 0.1

.
. generate i = int((_n - 1)/10) + 1

. generate t = _n - int((_n - 1)/10)*10

. generate g = 4

. replace g = 6 if i > 50
(500 real changes made)

. * group 1 and 2 are special to illustrate weighting
. replace g = 5 if inlist(i, 1, 2)
(20 real changes made)

.
. generate str treatment_group = "A" if mod(i, 2) == 0
(500 missing values generated)

. replace treatment_group = "B" if mod(i, 2) == 1
(500 real changes made)

.
. generate treatmentA = (treatment_group == "A") & (t >= g)

. generate treatmentB = (treatment_group == "B") & (t >= g)

.
. generate y = sigma * invnormal(uniform()) + A * treatmentA + B * treatmentB

. replace y = y + (B - A) if (g==5) & treatmentB
(6 real changes made)

.
. save "test/xt2treatments_testdata.dta", replace
file test/xt2treatments_testdata.dta saved

.
end of do-file