How to model my variables into a probit, Econometrics

How to model my variables into a probit, Econometrics

Assignment Help:

I am beginning my thesis and I need some advice.

I am trying to estimate a probit model. The binary dependent variable is employment status and the independent variables include: network size, age, years since migration, network quality.

There are 18,000 migrants in the sample with ID''s, and there is a year variable (2001-11).

network size refers to the number of migrants living in the same area as that migrant

I have annual information (2001-11) for network size, age, years since migration, but only 2011 information for employment status and network quality.

So it a very unbalanced panel

Given this, can I estimate this model using an ordinary probit command?

"probit empstatus nwsize age years nwquality if migrant == 1"

I do not want to use random effects etc by using xtprobit

or, will I have to create 11 network size variables: nwsize01 nwsize02, ...., nwsize11

and regress

"probit empstatus nwsize01 nwsize02, ...., nwsize11 age years nwquality if migrant == 1"

Taking away the panel aspect.

Or, maybe both are possible?

Any help would be appreciated,

Dwayne.

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