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Re: st: xtlogit - lagged dependent variable as independent variable
From
Andreas Schiffelholz <[email protected]>
To
[email protected]
Subject
Re: st: xtlogit - lagged dependent variable as independent variable
Date
Mon, 22 Apr 2013 20:22:44 +0200
Sorry, the Stata command mentioned below got messed up:
- xtlogit strategy strategy_lag1 company_age company_size industry year,
re -
Andreas
Am 22.04.2013 20:15, schrieb Andreas Schiffelholz:
Hello,
I'm currently working with a company dataset in the form of an
unbalanced panel (overall sample size: 1.300 company years, T: 10, X:
~170 different companies). One of two strategic types was assigned to
each of the company years. To get a better understanding, why
companies are pursuing a specific strategic type, I am using a random
effects model -xtlogit, re-:
- xtlogitstrategystrategy_lag1company_agecompany_sizeindustryyear, re -
with "industry" and "year" being a set of dummy variables.
Part of this model is the independent variable "strategy_lag1" which
is the strategic type (dependent variable) of the previous year. This
variable is added to get a better understanding of the stability of
the strategic type in terms of time. As far as I know there is an
adjustment of the model needed when adding lagged dependent variables
to the model. I did find the -xtabond- command for linear models,
which is using the adjustment procedure suggested by Arellano, Bond
(1991). For the xtlogit model I did not find a comparable command.
Given the characteristics of my data set, is there an adjustment of
the standard -xtlogit, re- model needed? Does the answer to this
question change if I add additional variables with longer lags to the
regression (strategy_lag2, strategy_lag3, …)? If so, is this
adjustment implemented into Stata or does anybody know a user
programmed command dealing with this issue?
Thanks very much,
Andreas Schiffelholz
P.S.: This is my first time posting something on Statalist. If the
description of my problem is not precise enough or if I broke a
specific rule of the list, please let me know.
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