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From |
"Nick Cox" <n.j.cox@durham.ac.uk> |

To |
<statalist@hsphsun2.harvard.edu> |

Subject |
RE: st: annual and 3years average |

Date |
Wed, 17 Sep 2008 15:21:02 +0100 |

I agree with Neil's suggestion of -egen, mean() by(year)- for yearly averages. For the average of the previous three years, there are several ways to do it. I don't see that Neil's solution takes into consideration that the periods should overlap. Here is one way to do it: gen threeyearaverage = . qui forval y = 1982/2006 { local y1 = `y' - 3 local y2 = `y' - 1 su ROE if inrange(year, `y1', `y2'), meanonly replace threeyearaverage = r(mean) if year == `y' } This is an average across observations, not years. If you want the latter, it would be gen threeyearaverage = . qui forval y = 1982/2006 { su ROE if year == `= `y' - 3', meanonly local mean3 = r(mean) su ROE if year == `= `y' - 2', meanonly local mean2 - r(mean) su ROE if year == `= `y' - 1', meanonly replace threeyearaverage = (`mean3' + `mean2' + r(mean)) / 3 if year == `y' } Another different way to do it would be to -collapse-, work on the collapsed dataset, and -merge- back in again. I'll put in here that -round(,)- can be useful in similar problems. Nick n.j.cox@durham.ac.uk Neil Shephard Fabian Brenner wrote: > > I have several observations called "ROE" for the "years" (from 1979 to 2006). There is a different number of observations for each year. > > My data look like this: > "year" "ROE" "Average" "threeyearaverage" > > 79 12 ? ? > 79 9 ? ? > 79 2 ? ? > 80 3 ? ? > 81 20 ? ? > 81 5 ? ? > 82 3 ? ? > 82 6 ? ? > 82 9 ? ? > 82 8 ? ? > . . . > . . . > . . . > > I want to compute the average of the observations for each year, e.g. for 1979: (12+9+2)/3 (I tried to sort the observations and to divide the sum by _n but it didn't work...) > bysort year : egen average = mean(ROE) > In a second step I want to get the average ROE for the past three years ("threeyearaverage") (beginning in 1982), e.g. for 1982 it should be the average of the ROE in 1979 plus the average ROE in 1980 plus average ROE in 1981, divided by 3. > Thats an inappropriate way of calculating the three year average, as it fails to account for the fact that there are different numbers observations from each year, thus the weights aren't equal. This is covered in most basic statistics books. You therefore have two options, a) use weights; b) use the raw data. Since -egen newvar = mean()- doesn't allow weights I'd be inclined to go with b). You therefore need to generate a variable that bins your data... gen year3 = . replace year3 = 1 if(year >= 79 & year <= 82) replace year3 = 2 if(year >= 83 & year <= 85) replace year3 = 3 if(year >= 86 & year <= 88) .... bysort year3 : egen threeyearaverage = mean(ROE) * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/

**Follow-Ups**:**Re: RE: st: annual and 3years average***From:*"Fabian Brenner" <Fabian.Brenner@gmx.de>

**References**:**st: annual and 3years average***From:*"Fabian Brenner" <Fabian.Brenner@gmx.de>

**Re: st: annual and 3years average***From:*Neil Shephard <nshephard@nhs.net>

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