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Forecast the Economic Condition

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Submitted By innocentxu
Words 3201
Pages 13
6

Introduction
The reported is divided into two main parts to address the matter of cyclical nature, indicator features and predictions. Additionally, aggregate variables need to be de-trend to obtain a reasonable conclusion, which theory has been applied in this report. Generally speaking, actual movements are consistent with the theory. Firstly, the relationship between variables and real GDP is reflected by correlations and cross correlations. Secondly, forecasts are made based on past figures and with the help of moving average method.

4 2 0 Apr-2004 May-2008 Sep-2003 Nov-2004 Aug-2006 Mar-2007 Dec-2008 Feb-2010 -2 -4 -6 -8 Sep-2010 Apr-2011 Jun-2005 Jan-2006 Oct-2007 Jul-2009 GDP growth rate inflation rate

Analysis
Task 1: Decide the cyclical natural of different variables, which can be decided by the correlation of individual variable and change rate of real GDP. While, indicator proporities are explained by cross correlations. •
(Y,X) 0.008482

In May 2008, the inflation did not follow the correlation with GDP, the inflation appeared a peak but with a recession of GDP growth. The possible reason could be the government adjusted money supply to stimulate the economy, which led to decline of purchasing power of money. • Nominal exchange rate between Australia and the US ($US per $AUD).
(Y,X-1) (y,x-2) (Y,X-3) (Y,X-4) (Y,X-5) -0.15423 -0.2092 -0.18983 -0.24673 -0.19466 (Y,X+1) (Y,X+2) (Y,X+3) (Y,X+4) (Y,X+5) -0.13739 -0.09766 0.767955 -0.12137 -0.13881

Inflation rate
(Y,X-1) 0.29791 (Y,X+1) -0.17905

(Y,X-2)

(Y,X-3)

(Y,X-4)

(Y,X-5)

(Y,X) -0.13582

-0.211214 -0.082956 -0.112946 -0.115635133 (Y,X+2) -0.147293 (Y,X+3) 0.281015 (Y,X+4) -0.3681 (Y,X+5) 0.141886097

As shown in above table, the correlation coefficient between change rate of inflation and change of real GDP is 0.00848, that is, inflation rate is pro-cyclical. In

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