STAT TECH IN BUSINESS & ECON AC
STAT TECH IN BUSINESS & ECON AC
18th Edition
ISBN: 9781264731657
Author: Lind
Publisher: MCG
Question
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Chapter 18, Problem 7E

a.

To determine

To draw: The graph of the provided time series data and draw the observations.

b.

To determine

To calculate: Four period moving average for the given time series data.

c.

To determine

To calculate: Six period moving average for the given time series data.

d.

To determine

To calculate: The MAD for four period moving average and six period moving average.

e.

To determine

To state: The forecast having less error.

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Time Series Graphing Exercise Air Quality The following data show the number of days the air quality for Atlanta, Georgia, was below the accepted standards. Draw a time series graph for the data shown below. The times series graph maybe completed using excel or hand generated. If hand generated take a picture of the graph and attach the photo. Interpret the results. . . Exercise Data Year Days 2005 5 2006 14 2007 15 2008 4
In retail, a store manager uses time series models to understand shopping trends.  Review the scatter plot of the store’s sales from 2010 through 2021 to answer the questions. See attached as image. Here is the data for Fiscal Year and Sales: Fiscal Year Sales 2010 $260,123.00 2011 $256,853.00 2012 $274,366.00 2013 $290,525.00 2014 $322,318.00 2015 $380,921.00 2016 $541,925.00 2017 $909,050.00 2018 $1,817,521.00 2019 $3,206,564.00 2020 $4,921,005.00 2021 $5,686,338.00 Time series decomposition seeks to separate the time series (Y) into 4 components: trend (T), cycle (C), seasonal (S), and irregular (I). What is the difference between these components?  The model can be additive or multiplicative. When do you use each? Review the scatter plot of the exponential trend of the time series data. Do you observe a trend? If so, what type of trend do you observe? What predictions might you make about the store’s annual sales over the next few years?
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