AID21902: Based on the following data develop the forecasting model (adopt Exponential Smoothing Technique) by considering the following alpha levels.

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AID21902: Based on the following data develop the forecasting model (adopt Exponential Smoothing Technique) by considering the following alpha levels. α = 0.2, 0.4, 0.6, 0.8. Write your conclusion after calculations of Errors (MAD and MSE only).

Forecast FTAs (foreign tourist arrival) for the year 2018.

Data: The following data shows the Foreign Tourist Arrival in the India from 1991 to 2017

 

Year FTAs in India (in Million)
1991 1.68
2001 2.54
2002 2.38
2003 2.73
2004 3.46
2005 3.92
2006 4.45
2007 5.08
2008 5.28
2009 5.17
2010 5.78
2011 6.31
2012 6.58
2013 6.97
2014 7.68
2015 8.03
2016 8.8
2017 10.04

Data Source: Data.gov.in

Note: You are advised to calculate manually, do not use any software.

 
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