Unit root testing, Macroeconomics

Assignment Help:

Firstly, it is imperative that I investigate the stochastic properties of each series considered in the model prior to estimating the effects of oil price shocks on macroeconomic activity. This is done by analysing the order of integration from using a unit root test. Specifically, in this project the Augmented Dicky-Fuller (ADF) test will be used.Asteriou & Hall (2011) write the three different types of ADF equations as;

 

516_Unit Root Testing.png

Where Yt = each variable (GDP, Inflation, Interest rates, Exchange rates, Unemployment and Oil prices.)

The difference between each equation is the appearance of  and  respectively. These are deterministic elements, noted as the constant and trend respectively.

For this test, the hypotheses are stated as;

The null hypothesis,  infers that a unit root exists, whereas the alternative hypothesis,  infers that there is no root. Once this test has been passed, an appropriate lag length will need to be determined for the VAR model. If any variable does not pass this test and contains a unit root, then it will be invalid and will not be analysed in the further stages.


Related Discussions:- Unit root testing

Perfect competition and monoploy, 1. # of sellers, # of buyers 2. entry and...

1. # of sellers, # of buyers 2. entry and exit conditions 3. product characteristics 4. short run P&Q determinations and the resulting 3 possibilities for excess profit (graphs ar

Money, determinants of money supply

determinants of money supply

GLOBAL LOSSES, SUPPOSE MR.CHANSA DEPOSIT HIS MONEY INTO BANK-B,HOW WOULD TH...

SUPPOSE MR.CHANSA DEPOSIT HIS MONEY INTO BANK-B,HOW WOULD THE T-BALANCE SHEET LOOK LIKE FOR BANK-B

Indicate the beginnings, Which of the following would indicate the beginnin...

Which of the following would indicate the beginnings of an expansion of the economy? a. Fewer new firms are started. b. Stock market prices decline c. Consumer confidence improves

Internatinal trade, how can a country maintain equilibrium GDP with foreign...

how can a country maintain equilibrium GDP with foreign trade?

Trade cycle, discus the various measures that may be taken by a firm to cou...

discus the various measures that may be taken by a firm to counteract the evil effect of a trade cycle

Nursing home can experience before it begins to lose money, A nursing home ...

A nursing home contracts with an HMO for skilled nursing care at $2.00 PMPM. If costs are expected to average $120 per day, what is the maximum utilization of days per 1,000 member

Corresponding future value, Calculate the present value P at time zero and ...

Calculate the present value P at time zero and the corresponding future value F at the end of year three for a series of $15,000 payments to be made at the end of each of years one

Determine nominal & real demand for money., Suppose that the quantity theor...

Suppose that the quantity theory of money holds & the velocity of money are constant at 5. Output is fixed at its full employment value of 10,000 & the price level is 2. a) Ver

IS-LM, THE PRODUCT MARKET Z=C+I+G C=a+bYd I=Io+I1Y-I2i Equilibrium conditio...

THE PRODUCT MARKET Z=C+I+G C=a+bYd I=Io+I1Y-I2i Equilibrium condition, Y=Z, where Y represents output and Z is aggregate spending. THE FINANCIAL MARKET Md=MT+Mp MT=MTo+MT1Y Mp=Mpo

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