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CPS2075 Wan Siti Zaleha W. Z. et al.



                               Relationship of inflation with imports and
                                           exports in Malaysia
                     Wan Siti Zaleha Wan Zakaria, Siti Nuraini Rusli, Nur Amirah Daud
                                       Department of Statistics, Malaysia

               Abstract
               Inflation  refers  to  a  common  raise  in  prices  which  lead  to  drop  in  the
               purchasing value of money. The most commonly used indicators as a proxy to
               inflation are the Consumer Price Index (CPI), Wholesale Price Index (WPI) and
               the Gross Domestic Product (GDP) deflator. This paper aims to examine the
               relationship between CPI and imports and exports of goods in Malaysia. The
               study is motivated by demand-pull and cost-push theory of inflation using
               monthly time series data from the Department of Statistics, Malaysia (DOSM)
               for the 336 months between January 1990 and December 2017. This study
               applies unit root test to check the stationarity of variables of time series; co-
               integration test to examine possible correlations among variables in the long
               term; and the causality test to check causality between the pair of variables in
               a time series. By employing co-integration technique, it is observed that the
               long-run relationship does not exist between CPI & imports and CPI & exports.
               However, causality analysis suggests the existence of short-run relationship
               between CPI & imports and CPI & exports. The CPI had caused the increase in
               imports and the exports had caused the increase in CPI.

               Keywords
               Machine Learning; Panel Survey; Nonresponse; Feature Selection; Ensemble
               Methods

               1.  Introduction
                   Inflation refers to a general increases in prices which lead to reduction in
               the purchasing power. Inflation can be measured through CPI or WPI or GDP
               deflator. Inflation measures the increase in the cost of living in a country as
               when prices go up, monetary value declines and lead consumers to spend less
               on goods and services. Inflation mainly due to either demand or supply or
               both factors. Demand side factors result in demand-pull inflation and supply
               side factors lead to cost-push inflation.
                   Demand-pull theory implies that the inflation happens when aggregate
               demand  for  goods  and  services  increases  so  much  leading  to  increased
               pressure on limited resources. When demand surfeits supply, prices of goods
               and services will go up and create inflation. Among the reasons of demand-
               pull inflation are depreciation of the exchange rate; higher demand from a


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