Determine the relationship between two variables

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popovic
Posts: 2
Joined: Sun Jun 12, 2016 2:16 pm

Determine the relationship between two variables

Postby popovic » Sun Jun 12, 2016 2:25 pm

Dear all

I want to determine the relationship between the Australian Dollar and the Oil Price in Eviews.

I have quarterly data on the Australian-US dollar exchange rate, the Oil price and Australian and American interest rates and share markets for the past 25 years.

The data will require cleaning before it can be loaded into Eviews.

My questions are:

1- How can i clean the data?

2- How can i determine the relationship between the Australian Dollar and the Oil Price? in Eviews


Kind regards,

startz
Non-normality and collinearity are NOT problems!
Posts: 3798
Joined: Wed Sep 17, 2008 2:25 pm

Re: Determine the relationship between two variables

Postby startz » Sun Jun 12, 2016 2:33 pm

Presumably, this is a homework assignment of some sort. If you want hints, you are going to have to be much more specific about what you mean by cleaning the data and what you mean by "relationship."

popovic
Posts: 2
Joined: Sun Jun 12, 2016 2:16 pm

Re: Determine the relationship between two variables

Postby popovic » Sun Jun 12, 2016 3:10 pm

Thanks for your reply Startz

Do i need to transform the data?
And the meaning of relationship is that " does the variables affect each other / is Australian Dollar affected by oil price? / if there a relationship, is it positive or negative?"

To be more specific, what model i need to estimate in Eviews to get the Ansewrs.

dakila
Posts: 489
Joined: Tue Nov 24, 2015 4:57 pm

Re: Determine the relationship between two variables

Postby dakila » Sun Jun 12, 2016 5:29 pm

First, you need to consider VAR model. Then identify exchange rate and oil shocks. The impulse response function will give you the answer.

startz
Non-normality and collinearity are NOT problems!
Posts: 3798
Joined: Wed Sep 17, 2008 2:25 pm

Re: Determine the relationship between two variables

Postby startz » Sun Jun 12, 2016 7:03 pm

You may well need to transform data, for example to make it stationary. But no one can tell you without investigating the specifics. As has been suggested, a VAR is one approach. But you will need to think about what is meant here by "cause," in particular how you want to treat simultaneity.


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