Time series and non-stationary variables?

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nisse
Posts: 1
Joined: Thu Dec 11, 2008 6:07 am

Time series and non-stationary variables?

Postby nisse » Mon Dec 15, 2008 3:33 am

I have time series data for the oilprice. When I do a Dickey Fuller test it shows that the serie is non-stationary. I wonder how I can make the serie stationary? Don´t know if this is the forum to ask in, but I will be very grateful for help.

/Nisse

nightwalk
Posts: 4
Joined: Tue Nov 25, 2008 6:00 am

Re: Time series and non-stationary variables?

Postby nightwalk » Wed Dec 24, 2008 5:52 am

Your time series can be made stationary by differencing. The number of times a series needs to be differenced in order to achieve stationarity depends on the number of unit roots it contains. For example suppose you have a y non-stationary series with d unit roots, you need to difference your series d times to induce stationarity. I suggest you take the first differences and normaly you will get stationary series. Under the Dickey-Fuller function in Eviews, try to use first-differences instead of levels.

sbkb
Posts: 4
Joined: Sat Aug 01, 2015 9:09 am

Re: Time series and non-stationary variables?

Postby sbkb » Sat Aug 01, 2015 9:55 am

can you tell me the way of including the first differences of data - ex. y c x1 x2 x3 are levels, and dy c dx1 dx2 dx3 are first differences?
And if i use log of data will i get stationary data form non stationary data integrated of (I)1?


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