Generalized least squares regression, Mathematics

Assignment Help:

    a. Estimate the following model,  Ct  =  β0  +  β1 * DIt +  εt            

Where

Ct = Aggregate Consumption Expenditure in Australia, quarterly data for the period 1985:1 - 2005:2

DIt =  Disposable Income in Australia, quarterly data for the period 1985:1 - 2005:2 and write down your results in full reporting mode.

 b. Since you are using time-series data, you want to check for the existence of Serial Correlation.  Use the estimated residuals to calculate the Durbin-Watson d-statistic and make an assessment about the existence of serial correlation on the basis of it.

 c. Plot a scatter graph of the residuals from your equation in (a) above against time to visually verify the existence of serial correlation.

d. Assuming that you have proof of positive serial correlation, calculate the estimated rho directly from the DW d-statistic.

e. Use the Cochrane-Orcutt method to estimate rho and write your results in reporting mode.

f.  Apply the rho you have estimated in (c) above to correct your data and run a Generalized Least Squares Regression.  Show the formulation of the model and write down your results.

 g. Calculate the residuals from (e) above and re-estimate the DW d-statistic.  Report your conclusions.

h. Compare the equation from (a) or (e) above.  Which of the two models do you prefer?  Explain.


Related Discussions:- Generalized least squares regression

Jamal, jamal works every morning in his garden. yesterday he worked 3 AND 3...

jamal works every morning in his garden. yesterday he worked 3 AND 3-4HOURS. HE SPENT 1-3 OF THE TIME PULLING WEEDS. HOW MANY HOURS DID JAMAL SPEND PULLING WEEDS?

Example of partial fraction decomposition, Example of Partial Fraction Deco...

Example of Partial Fraction Decomposition Evaluate the following integral. ∫ (3x+11 / x 2 -x-6) (dx) Solution: The 1 st step is to factor the denominator so far as

Stakeholders, what is the benefit for stakeholders or disadvantage in a mon...

what is the benefit for stakeholders or disadvantage in a monoply

Determine and classify all critical points , Determine and classify all the...

Determine and classify all the critical points of the given function.  Described the intervals where function is increasing & decreasing. Solution: Firstly we'll require

Geometry, how can you tell qhich trangle is sss,asa, sas, and aas s

how can you tell qhich trangle is sss,asa, sas, and aas s

Cooking measurement question, Ask question what is half of 1 1/3 liquid mea...

Ask question what is half of 1 1/3 liquid measurements?

Pi, pi to the ten-thousandths

pi to the ten-thousandths

3/8:5/9, how do I change this ratio to a fraction

how do I change this ratio to a fraction

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd