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st: Help with sureg
I am trying to use sureg on a dataset of approximately 50 firms with
900 trading days of observations:
. xtset
panel variable: CompanyNum (strongly balanced)
time variable: TradeDateNum, 501 to 1402
delta: 1 unit
I keep only the necessary variables:
. keep TradeDateNum CompanyNum LnRt*
and reshape from long to wide for the company specific variables:
. reshape wide LnRtFiveYrMid LnRtStock, i(TradeDateNum) j(CompanyNum)
(note: j = 1 2 3 4 5 6 8 9 10 11 12 13 14 15 16 17 18 19 20 22 23 24
25 26 27 28 29 30 32 33
> 34 35 36 37 38 39 40 41 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57)
Data long -> wide
-----------------------------------------------------------------------------
Number of obs. 47806 -> 902
Number of variables 10 -> 113
j variable (53 values) CompanyNum -> (dropped)
xij variables:
LnRtFiveYrMid -> LnRtFiveYrMid1
LnRtFiveYrMid2 ... LnRtFiveYrM
> id57
LnRtStock -> LnRtStock1 LnRtStock2
... LnRtStock57
-----------------------------------------------------------------------------
I then attempt to execute sureg on my current pooled OLS specification
for just two firms:
. sureg (LnRtFiveYrMid1 L(1/2).LnRtFiveYrMid1 L(0/4).LnRtCDX LnRtCMT
LnRtTED L(0/2).LnRtStoc
> k1) (LnRtFiveYrMid2 L(1/2).LnRtFiveYrMid2 L(0/4).LnRtCDX LnRtCMT LnRtTED L(0/2).LnRtStock2
> )
variable CompanyNum not found
and I get the error CompanyNum (the dropped variable after reshaping
to wide) not found. So far, the only way it will run is if I exclude
time series operators:
. sureg (LnRtFiveYrMid1 LnRtCDX LnRtCMT LnRtTED LnRtStock1)
(LnRtFiveYrMid2 LnRtCDX LnRtCMT
> LnRtTED LnRtStock2)
Seemingly unrelated regression
----------------------------------------------------------------------
Equation Obs Parms RMSE "R-sq" chi2 P
----------------------------------------------------------------------
LnRtFiveY~d1 887 4 .0453147 0.1464 152.27 0.0000
LnRtFiveY~d2 887 4 .0479444 0.0777 74.68 0.0000
----------------------------------------------------------------------
------------------------------------------------------------------------------
| Coef. Std. Err. z P>|z| [95% Conf. Interval]
-------------+----------------------------------------------------------------
LnRtFiveY~d1 |
LnRtCDX | .5369359 .054891 9.78 0.000 .4293515 .6445204
LnRtCMT | -.3181771 .0979303 -3.25 0.001 -.5101169 -.1262374
LnRtTED | -.0106727 .0188642 -0.57 0.572 -.0476459 .0263005
LnRtStock1 | .0629164 .1021791 0.62 0.538 -.1373509 .2631838
_cons | -.0006975 .0015239 -0.46 0.647 -.0036843 .0022893
-------------+----------------------------------------------------------------
LnRtFiveY~d2 |
LnRtCDX | .362548 .0568002 6.38 0.000 .2512216 .4738745
LnRtCMT | -.3034092 .1032472 -2.94 0.003 -.5057699 -.1010485
LnRtTED | -.0484131 .019944 -2.43 0.015 -.0875027 -.0093235
LnRtStock2 | -.0617068 .0777801 -0.79 0.428 -.214153 .0907394
_cons | -.0000496 .0016117 -0.03 0.975 -.0032085 .0031093
------------------------------------------------------------------------------
Does sureg prevent the use of time series operators? If so, am I best
to manually generate all the lags before reshaping or after? Any
other suggestions? Thanks.
Tom
--
Thomas Jacobs
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