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Obtain trend values for data in Problem 19 using 3-yearly moving averages.

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Question

Obtain trend values for data in Problem 19 using 3-yearly moving averages.

Sum
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Solution

Construct the following table for finding 3-yearly moving averages:

Year
t
Yield
(in '000 tonnes)
yt
3–yearly moving total 3–yearly moving averages
trend value
1959 0 – –
1960 1 3 1
1961 2 6 2
1962 3 6 2
1963 1 4 1.3333
1964 0 5 1.6667
1965 4 5 1.6667
1966 1 7 2.3333
1967 2 13 4.3333
1968 10 – –
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Notes

Answers given in the textbook for trend values are 1.4, 1.4, 2, 1.8, 1.6, 3.4. However, as per our calculation they are 1, 2, 2, 1.3333, 1.6667, 1.6667, 2.3333, 4.3333.

Measurement of Secular Trend
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Chapter 4: Time Series - Miscellaneous Exercise 4 [Page 70]

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Balbharati Mathematics and Statistics 2 (Commerce) [English] Standard 12 Maharashtra State Board
Chapter 4 Time Series
Miscellaneous Exercise 4 | Q 4.20 | Page 70

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Production
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Year 1970 1971 1972 1973 1974 1975 1976  
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(million barrels)
6 8 9 9 8 7 10  

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Solution: Let us fit equation of trend line for above data.

Let the equation of trend line be y = a + bx   .....(i)

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1985 7 – 2 4 – 14
1990 5 – 1 1 – 5
1995 4 0 0 0
2000 3 1 1 3
2005 1 2 4 2
2010 0 3 9 0
Total 30 0 28 – 44

The normal equations are

Σy = na + bΣx

As, Σx = 0, a = `square`

Also, Σxy = aΣx + bΣx2

As, Σx = 0, b =`square`

∴ The equation of trend line is y = `square`


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1936 2    

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