Regression help

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abhinav
Posts: 2
Joined: Thu Aug 01, 2019 2:44 am

Regression help

Postby abhinav » Sun Aug 04, 2019 12:16 am

Hi,

I am new to using Eviews. I want to fit my data to an exponential curve: y = a*e^(bx). I am running the regression using two methods:

1. MICE_1= COEF(1)*(EXP(COEF(2)*OBSERVATION))

2. LOG(MICE_1) = COEF(3) + COEF(4)*OBSERVATION

Since, both equations are the same, coef(2)=coef(4) and coef(1)= exp(coef(3))

However, I am getting different coefs. using the two equations. Can someone please explain why is this happening?

Thanks,
Abhinav

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

Re: Regression help

Postby startz » Sun Aug 04, 2019 6:48 am

Remember that regression equations include error terms. The error terms here are not the same.

abhinav
Posts: 2
Joined: Thu Aug 01, 2019 2:44 am

Re: Regression help

Postby abhinav » Mon Aug 05, 2019 2:54 am

If I plot my data in excel and go for an exponential trendline, the coefficients of the resulting equation I get match the coefficients I get from this equation: LOG(MICE_1) = COEF(3) + COEF(4)*OBSERVATION

However, I was thinking that the exponential trendline for my data in excel (of the form y = a*e^(bx)) would be same as evaluating MICE_1= COEF(1)*(EXP(COEF(2)*OBSERVATION)) in Eviews. Why is it being evaluated differently in these two software? Any idea?

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

Re: Regression help

Postby startz » Mon Aug 05, 2019 5:56 am

I believe that Excel takes logs.


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