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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