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Obtain the trend value for the following data using 4-yearly centered moving averages: Years 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985 Index 0 2 3 3 2 4 5 6 7 10 - Mathematics and Statistics

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Question

Obtain the trend value for the following data using 4-yearly centered moving averages:

Years 1976 1977 1978 1979 1980 1981 1982 1983 1984 1985
Index 0 2 3 3 2 4 5 6 7 10
Chart
Sum
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Solution

Step 1: Understanding the 4-Yearly Centered Moving Average

A 4-yearly moving average is calculated by taking the average of four consecutive years’ index values. Since we have an even number of years, the average is centered between the second and third years of each group.

Step 2: Calculate 4-Year Moving Averages

Years Index 4-Year Moving Sum
4-Year Moving Average
1976 0    
1977 2    
1978 3 0 + 2 + 3 + 3 = 8 `8/4 = 2.0`
1979 3 2 + 3 + 3 + 2 = 10 `10/4 = 2.5`
1980 2 3 + 3 + 2 + 4 = 12 `12/4 = 3.0`
1981 4 3 + 2 + 4 + 5 = 14 `14/4 = 3.5`
1982 5 2 + 4 + 5 + 6 = 17 `17/4 = 4.25`
1983 6 4 + 5 + 6 + 7 = 22 `22/4 = 5.5`
1984 7 5 + 6 + 7 + 10 = 28 `28/4 = 7.0`
1985 10 - -

Step 3: Calculate Centered Moving Averages

Year Trend Value
1978 `(2.00 + 2.50)/2` = 2.25
1979 `(2.50 + 3.00)/2` = 2.75
1980 `(3.00 + 3.50)/2` = 3.25
1981 `(3.50 + 4.25)/2` = 3.88
1982 `(4.25 + 5.50)/2` = 4.88
1983 `(5.50 + 7.00)/2` = 6.25
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