Lag length criteria, Macroeconomics

Assignment Help:

In order to estimate aVAR, alag length must be used in the estimation. There are many different criteria which can be used to signal the ideal lag length to use.Asteriou & Hall (2011) explain that the following three statistics are mainly used.

The first criterion which assesses the goodness of fit of the model is the Akaike Information criterion, (AIC), developed by Akaike (1974) and is written;

AIC=(RSS/n) e(2k/n)

The Schwarz Criterion (SC) developed by Schwarz (1978) with the following equation;

SC=(RSS/n) e(k/n)

The SCstatistic is likely to penalise complexity within models.
Finally, the Hannan and Quin criterion, (HQC);

HQC=(RSS/n) (ln?n)(2k/n)

The method of selecting the ideal lag length will be the lag number which minimises the statistics of each criterion. Should the tests produce conflicting results, then an explanation into which test that I will use will accompany the results.


Related Discussions:- Lag length criteria

Measurement of output, Different approaches to measure aggregate output

Different approaches to measure aggregate output

Money, how to calculate the ultimate change in deposits and credit?

how to calculate the ultimate change in deposits and credit?

Break-even level of income, Assume that when an economy has a GDP of $500, ...

Assume that when an economy has a GDP of $500, Consumption is $550. The MPC is .75. Investment is 25. Begin the problem by setting up an Income/Consumption Schedule like the one on

Cost of raw materials annually, If you have $10,000 to start a lawn-cutting...

If you have $10,000 to start a lawn-cutting business, the interest rate is 6 percent, your annual cost of raw materials are $4,000, and the earnings you sacrifice from working at a

Shortage graph, I am writing a macroeconomics commentary about a supply sho...

I am writing a macroeconomics commentary about a supply shock-induced inflation, can I include a shortage diagram I learnt in microeconomics and just change demand and supply to AD

Define the interpreting the price elasticity of demand, Define the interpre...

Define the interpreting the price elasticity of demand. Interpreting the Price Elasticity of Demand: Demand is: a. Elastic when the price elasticity of demand is greater

Money, what effect would a rise in the velocity of money have on output, em...

what effect would a rise in the velocity of money have on output, employment and price level?

Consumer price index, (Consumer Price Index)Given the following data, what ...

(Consumer Price Index)Given the following data, what was the value of the consumer price index in the base year? Calculate the annual rate of consumer price inflation in 2013 in ea

How are individual makes choices, How are individual makes choices? Fun...

How are individual makes choices? Fundamental principles behind the individual choices are as follows: 1. Resources are scarce . 2. The real cost of anything is what y

Estimate paper by stock and watson in a bayesian manner, estimate paper by ...

estimate paper by stock and watson in a bayesian manner

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