Interpreting regression

For technical questions regarding estimation of single equations, systems, VARs, Factor analysis and State Space Models in EViews. General econometric questions and advice should go in the Econometric Discussions forum.

Moderators: EViews Gareth, EViews Moderator

Meg
Posts: 9
Joined: Wed Sep 09, 2009 7:44 am

Interpreting regression

Postby Meg » Wed Sep 09, 2009 8:14 am

Hi
I haven’t studied econometrics, new to EViews and not a skilled statistician. An economist helped me running time series regression.

The question is that how can I built 3 equations based on following outputs from final models and interpret them. I can’t interpret the t-1, MA and AR.

First example
Dependent variable: Y
Explanatory variables and their coefficients :
Y t-1, 0.844921
X t, -4.27
Z t, 29.6
Vt, 17917
Constant, -123283
And MA( moving average): MA(1) = -0.984

Second:
Dependent variable: Y
X t-1, 0.69
Z t-1, -3.2
Constant, 7124
AR(1), -0.58
MA(1), 0.99

3rd
Dependent variable d(Y)t
Explanatory variables and their coefficients :
d(Y)t-1, -0.86
constant, 0.53
MA(2), -0.96


Your help is really appreciated.

startz
Non-normality and collinearity are NOT problems!
Posts: 3796
Joined: Wed Sep 17, 2008 2:25 pm

Re: Interpreting regression

Postby startz » Wed Sep 09, 2009 8:32 am

t-1 references the variable the previous period.
AR refers to an autorregressive process
MA refers to a moving average process

EViews Gareth
Fe ddaethom, fe welon, fe amcangyfrifon
Posts: 13586
Joined: Tue Sep 16, 2008 5:38 pm

Re: Interpreting regression

Postby EViews Gareth » Wed Sep 09, 2009 8:38 am

If you don't have any basic time series text books handy, it's probably worth giving Chapter 26 of User Guide II a quick read, it should explain the basics behind those terms.

Meg
Posts: 9
Joined: Wed Sep 09, 2009 7:44 am

Re: Interpreting regression

Postby Meg » Wed Sep 09, 2009 8:45 am

Thanks STATZ for your quick reply,

For example in Y=0.5X+2.3 we say if X increases by 1 unit, Y will increase by 2.8 unit.

what I need is methematical interpretation of one or more of 3 examples.


Hello QMS , I will read chapter 26 in II.


Regards

startz
Non-normality and collinearity are NOT problems!
Posts: 3796
Joined: Wed Sep 17, 2008 2:25 pm

Re: Interpreting regression

Postby startz » Wed Sep 09, 2009 9:05 am

For example in Y=0.5X+2.3 we say if X increases by 1 unit, Y will increase by 2.8 unit.
Unfortunately, that's wrong.

It sounds like you're starting at the very beginning of learning these tools, as we all did at one time. Perhaps you should back to your helpful economist for some introductory instruction.

Meg
Posts: 9
Joined: Wed Sep 09, 2009 7:44 am

Re: Interpreting regression

Postby Meg » Thu Sep 10, 2009 5:36 am

Sorry I am confused and did a mistake in the Y=0.5X+2.3: if X increases by one unit, Y will increase by 0.5.

Isn't it possible to give me a clue for of one of my examples. The economist is not avaibale now. I took a look at chapter 26 and couldn't get what I am looking for. I am confused with my limited time. Books give a lot of maths and I can't understand all. I spoke with a statisticain he hasn't experience in time series.

Regards


Return to “Estimation”

Who is online

Users browsing this forum: No registered users and 1 guest