I am using Stata 12 and you can find an example of my dataset at the end of the message (using dataex)
I am trying to run an event study following Princeton tool hereafter (https://dss.princeton.edu/online_hel...ventstudy.html.)
I am following the diferent steps :
1. I create a variable dif that count the number of days from the observation to the event date using the commands :
sort company date
by company: gen datenum=_n
by company: gen target=datenum if date==event_date
egen td=min(target), by(company)
gen dif=datenum-td
2. Then I check if I have the minimum number of observations before and after the event date, as well as the minimum number of observations before the event window for the estimation window :
by company: gen event_window=1 if dif>=-1 & dif<=1
egen count_event_obs=count(event_window), by(company)
by company: gen estimation_window=1 if dif<-10 & dif>=-80
egen count_est_obs=count(estimation_window), by(company)
replace event_window=0 if event_window==.
replace estimation_window=0 if estimation_window==.
tab company if count_event_obs<3
drop if count_event_obs < 3
However, at that stage I have more than 20 observations that are deleted (on a sample of 180), not because of a lack of observations around the event_date but because the event_date happens during the week end so the variable target is not calculated, the variable event_window keep the value of 0.
This happens for the company 4 for example.
I would very grateful if someone could help me to deal with this issue and keep the deleted observations.
Best regards,
Najiba
PS : I tried to use the datatex command with the option count since I have more than 66000 observations however this is too big to be displayed at the same time on the stata screen and copies.
I didn't find a solution for that.
Code:
* Example generated by -dataex-. To install: ssc install dataex clear input int company float date str54 name str12 isin int day double mv str33 nom int(year event_date) 1 17296 "SAFRAN - MARKET VALUE" "FR0000073272" 1 7794.27 "SAFRAN" 2008 17546 1 17297 "SAFRAN - MARKET VALUE" "FR0000073272" 2 7756.74 "SAFRAN" 2008 17546 1 17300 "SAFRAN - MARKET VALUE" "FR0000073272" 3 7727.55 "SAFRAN" 2008 17546 1 17301 "SAFRAN - MARKET VALUE" "FR0000073272" 4 7610.79 "SAFRAN" 2008 17546 1 17302 "SAFRAN - MARKET VALUE" "FR0000073272" 5 7719.21 "SAFRAN" 2008 17546 1 17303 "SAFRAN - MARKET VALUE" "FR0000073272" 6 7756.74 "SAFRAN" 2008 17546 1 17304 "SAFRAN - MARKET VALUE" "FR0000073272" 7 7840.14 "SAFRAN" 2008 17546 1 17307 "SAFRAN - MARKET VALUE" "FR0000073272" 8 7835.98 "SAFRAN" 2008 17546 1 17308 "SAFRAN - MARKET VALUE" "FR0000073272" 9 8057 "SAFRAN" 2008 17546 1 17309 "SAFRAN - MARKET VALUE" "FR0000073272" 10 7994.45 "SAFRAN" 2008 17546 1 17310 "SAFRAN - MARKET VALUE" "FR0000073272" 11 7977.77 "SAFRAN" 2008 17546 1 17311 "SAFRAN - MARKET VALUE" "FR0000073272" 12 8077.86 "SAFRAN" 2008 17546 1 17314 "SAFRAN - MARKET VALUE" "FR0000073272" 13 8165.43 "SAFRAN" 2008 17546 1 17315 "SAFRAN - MARKET VALUE" "FR0000073272" 14 8090.37 "SAFRAN" 2008 17546 1 17316 "SAFRAN - MARKET VALUE" "FR0000073272" 15 7948.58 "SAFRAN" 2008 17546 1 17317 "SAFRAN - MARKET VALUE" "FR0000073272" 16 7977.77 "SAFRAN" 2008 17546 1 17318 "SAFRAN - MARKET VALUE" "FR0000073272" 17 8040.32 "SAFRAN" 2008 17546 1 17321 "SAFRAN - MARKET VALUE" "FR0000073272" 18 8119.55 "SAFRAN" 2008 17546 1 17322 "SAFRAN - MARKET VALUE" "FR0000073272" 19 8261.35 "SAFRAN" 2008 17546 1 17323 "SAFRAN - MARKET VALUE" "FR0000073272" 20 7952.75 "SAFRAN" 2008 17546 1 17324 "SAFRAN - MARKET VALUE" "FR0000073272" 21 7815.13 "SAFRAN" 2008 17546 1 17325 "SAFRAN - MARKET VALUE" "FR0000073272" 22 7773.43 "SAFRAN" 2008 17546 1 17328 "SAFRAN - MARKET VALUE" "FR0000073272" 23 7810.96 "SAFRAN" 2008 17546 1 17329 "SAFRAN - MARKET VALUE" "FR0000073272" 24 7727.55 "SAFRAN" 2008 17546 1 17330 "SAFRAN - MARKET VALUE" "FR0000073272" 25 7777.59 "SAFRAN" 2008 17546 1 17331 "SAFRAN - MARKET VALUE" "FR0000073272" 26 7969.43 "SAFRAN" 2008 17546 1 17332 "SAFRAN - MARKET VALUE" "FR0000073272" 27 8123.73 "SAFRAN" 2008 17546 1 17335 "SAFRAN - MARKET VALUE" "FR0000073272" 28 8132.07 "SAFRAN" 2008 17546 1 17336 "SAFRAN - MARKET VALUE" "FR0000073272" 29 8023.64 "SAFRAN" 2008 17546 1 17337 "SAFRAN - MARKET VALUE" "FR0000073272" 30 8015.3 "SAFRAN" 2008 17546 1 17338 "SAFRAN - MARKET VALUE" "FR0000073272" 31 7911.04 "SAFRAN" 2008 17546 1 17339 "SAFRAN - MARKET VALUE" "FR0000073272" 32 7881.85 "SAFRAN" 2008 17546 1 17342 "SAFRAN - MARKET VALUE" "FR0000073272" 33 7890.19 "SAFRAN" 2008 17546 1 17343 "SAFRAN - MARKET VALUE" "FR0000073272" 34 7802.61 "SAFRAN" 2008 17546 1 17344 "SAFRAN - MARKET VALUE" "FR0000073272" 35 7877.68 "SAFRAN" 2008 17546 1 17345 "SAFRAN - MARKET VALUE" "FR0000073272" 36 7956.91 "SAFRAN" 2008 17546 1 17346 "SAFRAN - MARKET VALUE" "FR0000073272" 37 7919.38 "SAFRAN" 2008 17546 1 17349 "SAFRAN - MARKET VALUE" "FR0000073272" 38 7785.94 "SAFRAN" 2008 17546 1 17350 "SAFRAN - MARKET VALUE" "FR0000073272" 39 7723.38 "SAFRAN" 2008 17546 1 17351 "SAFRAN - MARKET VALUE" "FR0000073272" 40 7631.63 "SAFRAN" 2008 17546 1 17352 "SAFRAN - MARKET VALUE" "FR0000073272" 41 7581.59 "SAFRAN" 2008 17546 1 17353 "SAFRAN - MARKET VALUE" "FR0000073272" 42 7635.8 "SAFRAN" 2008 17546 1 17356 "SAFRAN - MARKET VALUE" "FR0000073272" 43 7644.14 "SAFRAN" 2008 17546 1 17357 "SAFRAN - MARKET VALUE" "FR0000073272" 44 7577.42 "SAFRAN" 2008 17546 1 17358 "SAFRAN - MARKET VALUE" "FR0000073272" 45 7631.63 "SAFRAN" 2008 17546 1 17359 "SAFRAN - MARKET VALUE" "FR0000073272" 46 7785.94 "SAFRAN" 2008 17546 1 17360 "SAFRAN - MARKET VALUE" "FR0000073272" 47 7798.45 "SAFRAN" 2008 17546 1 17363 "SAFRAN - MARKET VALUE" "FR0000073272" 48 7785.94 "SAFRAN" 2008 17546 1 17364 "SAFRAN - MARKET VALUE" "FR0000073272" 49 7819.3 "SAFRAN" 2008 17546 1 17365 "SAFRAN - MARKET VALUE" "FR0000073272" 50 7756.74 "SAFRAN" 2008 17546 1 17366 "SAFRAN - MARKET VALUE" "FR0000073272" 51 7881.85 "SAFRAN" 2008 17546 1 17367 "SAFRAN - MARKET VALUE" "FR0000073272" 52 7869.34 "SAFRAN" 2008 17546 1 17370 "SAFRAN - MARKET VALUE" "FR0000073272" 53 7865.16 "SAFRAN" 2008 17546 1 17371 "SAFRAN - MARKET VALUE" "FR0000073272" 54 7861 "SAFRAN" 2008 17546 1 17372 "SAFRAN - MARKET VALUE" "FR0000073272" 55 7815.13 "SAFRAN" 2008 17546 1 17373 "SAFRAN - MARKET VALUE" "FR0000073272" 56 7589.93 "SAFRAN" 2008 17546 1 17374 "SAFRAN - MARKET VALUE" "FR0000073272" 57 7760.91 "SAFRAN" 2008 17546 1 17377 "SAFRAN - MARKET VALUE" "FR0000073272" 58 7702.52 "SAFRAN" 2008 17546 1 17378 "SAFRAN - MARKET VALUE" "FR0000073272" 59 7690.02 "SAFRAN" 2008 17546 1 17379 "SAFRAN - MARKET VALUE" "FR0000073272" 60 7631.63 "SAFRAN" 2008 17546 1 17380 "SAFRAN - MARKET VALUE" "FR0000073272" 61 7756.74 "SAFRAN" 2008 17546 1 17381 "SAFRAN - MARKET VALUE" "FR0000073272" 62 7723.38 "SAFRAN" 2008 17546 1 17384 "SAFRAN - MARKET VALUE" "FR0000073272" 63 7494.01 "SAFRAN" 2008 17546 1 17385 "SAFRAN - MARKET VALUE" "FR0000073272" 64 7690.02 "SAFRAN" 2008 17546 1 17386 "SAFRAN - MARKET VALUE" "FR0000073272" 65 7694.19 "SAFRAN" 2008 17546 1 17387 "SAFRAN - MARKET VALUE" "FR0000073272" 66 7544.06 "SAFRAN" 2008 17546 1 17388 "SAFRAN - MARKET VALUE" "FR0000073272" 67 7264.65 "SAFRAN" 2008 17546 1 17391 "SAFRAN - MARKET VALUE" "FR0000073272" 68 7477.33 "SAFRAN" 2008 17546 1 17392 "SAFRAN - MARKET VALUE" "FR0000073272" 69 7352.22 "SAFRAN" 2008 17546 1 17393 "SAFRAN - MARKET VALUE" "FR0000073272" 70 7298.01 "SAFRAN" 2008 17546 1 17394 "SAFRAN - MARKET VALUE" "FR0000073272" 71 6968.55 "SAFRAN" 2008 17546 1 17395 "SAFRAN - MARKET VALUE" "FR0000073272" 72 7131.2 "SAFRAN" 2008 17546 1 17398 "SAFRAN - MARKET VALUE" "FR0000073272" 73 7231.29 "SAFRAN" 2008 17546 1 17399 "SAFRAN - MARKET VALUE" "FR0000073272" 74 7260.48 "SAFRAN" 2008 17546 1 17400 "SAFRAN - MARKET VALUE" "FR0000073272" 75 7348.05 "SAFRAN" 2008 17546 1 17401 "SAFRAN - MARKET VALUE" "FR0000073272" 76 7494.01 "SAFRAN" 2008 17546 1 17402 "SAFRAN - MARKET VALUE" "FR0000073272" 77 7506.53 "SAFRAN" 2008 17546 1 17405 "SAFRAN - MARKET VALUE" "FR0000073272" 78 7523.21 "SAFRAN" 2008 17546 1 17406 "SAFRAN - MARKET VALUE" "FR0000073272" 79 7377.24 "SAFRAN" 2008 17546 1 17407 "SAFRAN - MARKET VALUE" "FR0000073272" 80 7306.35 "SAFRAN" 2008 17546 1 17408 "SAFRAN - MARKET VALUE" "FR0000073272" 81 7456.48 "SAFRAN" 2008 17546 1 17409 "SAFRAN - MARKET VALUE" "FR0000073272" 82 7227.11 "SAFRAN" 2008 17546 1 17412 "SAFRAN - MARKET VALUE" "FR0000073272" 83 7218.78 "SAFRAN" 2008 17546 1 17413 "SAFRAN - MARKET VALUE" "FR0000073272" 84 7214.6 "SAFRAN" 2008 17546 1 17414 "SAFRAN - MARKET VALUE" "FR0000073272" 85 7118.68 "SAFRAN" 2008 17546 1 17415 "SAFRAN - MARKET VALUE" "FR0000073272" 86 7298.01 "SAFRAN" 2008 17546 1 17416 "SAFRAN - MARKET VALUE" "FR0000073272" 87 7122.86 "SAFRAN" 2008 17546 1 17419 "SAFRAN - MARKET VALUE" "FR0000073272" 88 7022.77 "SAFRAN" 2008 17546 1 17420 "SAFRAN - MARKET VALUE" "FR0000073272" 89 7097.83 "SAFRAN" 2008 17546 1 17421 "SAFRAN - MARKET VALUE" "FR0000073272" 90 7047.79 "SAFRAN" 2008 17546 1 17422 "SAFRAN - MARKET VALUE" "FR0000073272" 91 7114.52 "SAFRAN" 2008 17546 1 17423 "SAFRAN - MARKET VALUE" "FR0000073272" 92 6997.75 "SAFRAN" 2008 17546 1 17426 "SAFRAN - MARKET VALUE" "FR0000073272" 93 6889.32 "SAFRAN" 2008 17546 1 17427 "SAFRAN - MARKET VALUE" "FR0000073272" 94 6914.34 "SAFRAN" 2008 17546 1 17428 "SAFRAN - MARKET VALUE" "FR0000073272" 95 7010.26 "SAFRAN" 2008 17546 1 17429 "SAFRAN - MARKET VALUE" "FR0000073272" 96 6872.64 "SAFRAN" 2008 17546 1 17430 "SAFRAN - MARKET VALUE" "FR0000073272" 97 6918.51 "SAFRAN" 2008 17546 1 17433 "SAFRAN - MARKET VALUE" "FR0000073272" 98 6814.26 "SAFRAN" 2008 17546 1 17434 "SAFRAN - MARKET VALUE" "FR0000073272" 99 6939.37 "SAFRAN" 2008 17546 1 17435 "SAFRAN - MARKET VALUE" "FR0000073272" 100 7026.94 "SAFRAN" 2008 17546 end
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