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

Quantity Theory of Money, 2. Use the Quantity Theory of Money to explain in...

2. Use the Quantity Theory of Money to explain inflation (a increase in the overall level of prices). (4 points) If you were a member of the Federal Reserve Board of the Governor

Why do some countries have a low real per capita income, Why do some countr...

Why do some countries have a low real per capita income? Low real per capita income considers being largely due low productivity (i.e., output per worker) of low valued added

What are the slopes of demand curves, Use the points on the graph below to ...

Use the points on the graph below to answer the following questions. i)   What is Ep along D1 (from A to B)? ii)  What is the Ep along D2 (from X to Y)? iii) What are

Countries with lower standards of living, The United States is considered t...

The United States is considered to be an industrialized nation because we have such a high standard of living. Countries with lower standards of living are considered to be emergin

Reaganomics, Reaganomics Supply-side economics or New Classical Econom...

Reaganomics Supply-side economics or New Classical Economics has gained distinct prominence in the early 1980s with the election in the U.S.A of a conservative government unde

Describe the goods in the circular flow, Goods in the circular flow ...

Goods in the circular flow If Y R is total value of all goods going from F R to F H , then total value added from all firms in the F R box is equal to Y R (they don't pu

Describe type of protection, A new industry develops, and our government wa...

A new industry develops, and our government wants to protect it from foreign competition. Which one of the following arguments would appropriately describe this type of protection?

Number of gallons of pain, The number of gallons of paint that Home Depot s...

The number of gallons of paint that Home Depot sells in a given day is normally distributed with a mean of 150 gallons and a standard deviation of 35 gallons (I realize that the di

The budget line, The Budget Line: The Consumer Constraints The consumer...

The Budget Line: The Consumer Constraints The consumer would like to maximize his satisfaction by reaching the highest possible indifference curve. But in the process, he faces

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