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Find the series of (centred) moving averages for these data and complete the table below:
\nJan-Mar | April-June | July-Sep | Oct-Dec | |
---|---|---|---|---|
2007 | \n* | \n* | \n[[0]] | \n[[1]] | \n
2008 | \n[[2]] | \n[[3]] | \n[[4]] | \n[[5]] | \n
2009 | \n[[6]] | \n[[7]] | \n* | \n* | \n
The following tables shows by quarter over the three years 2007, 2008, 2009 {This} {tothere} {nat} {tothere2} {tothere3} {tothere4}
\n{table(rows,[\" \",\"Jan-Mar\",\"Apr-June\",\"July-Sep\",\"Oct-Dec\"])}
", "tags": ["ACE2013", "centred moving averages", "checked2015", "moving average", "statistics", "time series"], "rulesets": {}, "preamble": {"css": "", "js": ""}, "type": "question", "metadata": {"notes": "22/03/2014:
\n
Created from ACE i-assess question.
Centred moving averages.
"}, "variablesTest": {"condition": "", "maxRuns": 100}, "advice": "Jan-Mar | April-June | July-Sep | Oct-Dec | |
---|---|---|---|---|
2007 | \n* | \n* | \n$\\var{y3}$ | \n$\\var{y4}$ | \n
2008 | \n$\\var{y5}$ | \n$\\var{y6}$ | \n$\\var{y7}$ | \n$\\var{y8}$ | \n
2009 | \n$\\var{y9}$ | \n$\\var{y10}$ | \n* | \n* | \n
Let $Y_t$ denote the data table values so $Y_1=\\var{ja7},\\;Y_2=\\var{ap7} ,\\ldots, Y_{12}=\\var{j9}$
\nUsing the centred moving average formula for quarters:
\n\\[Y^*_t=\\frac{Y_{t-2}+2(Y_{t-1}+Y_t+Y_{t+1})+Y_{t+2}}{8}\\] we obtain the values in the table above.
\nThus the moving average for Oct-Dec 2007 is:
\n\\[\\frac{Y_{2}+2(Y_{3}+Y_4+Y_{5})+Y_{6}}{8}=\\frac{\\var{ap7} + 2 (\\var{m7} + \\var{j7} + \\var{ja8}) + \\var{ap8}}{8} = \\var{y4}\\]
\n", "contributors": [{"name": "Newcastle University Mathematics and Statistics", "profile_url": "https://numbas.mathcentre.ac.uk/accounts/profile/697/"}]}]}], "contributors": [{"name": "Newcastle University Mathematics and Statistics", "profile_url": "https://numbas.mathcentre.ac.uk/accounts/profile/697/"}]}