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Do problem XXXXXXXXXXSubmit an Excel file with your models and responses.58. The filecontains monthly data on consumer revolving credit (in millions of dollars) through credit unions.First, use these...

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Do problem XXXXXXXXXXSubmit an Excel file with your models and responses.

58. The filecontains monthly data on consumer revolving credit (in millions of dollars) through credit unions.

  • First, use these data to forecast consumer revolving credit through credit unions for the next 12 month with an exponential trend model.
  • Second, use these data to forecast consumer revolving credit through credit unions for the next 12 month with Holt’s method using optimized smoothing constants.
  • Which of these two methods appears to provide the best forecasts? Answer by comparing their MAPE values.
  • answer must be submitted by excel
Answered Same Day Nov 09, 2022

Solution

Rochak answered on Nov 10 2022
53 Votes
Source
Federal Reserve Board (at http:
www.federalreserve.gov
eleases/g19/HIST/cc_hist_r_levels.html)
Data
            Forecast (Exponential Trend Model)
    Month    Credit
Chris Al
ight: Consumer Revolving Credit through Credit Unions ($millions), not seasonally adjusted.
    Forecast (Exponential Trend Model)
    Jan-2000    20,156    16,288
    Feb-2000    19,901    16,438
    Mar-2000    19,706    16,579
    Apr-2000    19,851    16,729
    May-2000    19,930    16,874
    Jun-2000    20,172    17,024
    Jul-2000    20,549    17,169
    Aug-2000    20,944    17,319
    Sep-2000    21,001    17,469
    Oct-2000    21,101    17,614
    Nov-2000    21,656    17,764
    Dec-2000    22,226    17,909
    Jan-2001    21,710    18,059
    Feb-2001    21,408    18,209
    Mar-2001    20,891    18,345
    Apr-2001    21,054    18,495
    May-2001    21,207    18,640
    Jun-2001    21,268    18,790
    Jul-2001    21,710    18,935
    Aug-2001    22,014    19,085
    Sep-2001    21,612    19,235
    Oct-2001    21,314    19,380
    Nov-2001    21,597    19,530
    Dec-2001    22,265    19,675
    Jan-2002    21,517    19,825
    Feb-2002    21,251    19,975
    Mar-2002    20,816    20,111
    Apr-2002    20,855    20,261
    May-2002    20,882    20,406
    Jun-2002    20,988    20,556
    Jul-2002    21,178    20,701
    Aug-2002    21,449    20,851
    Sep-2002    21,304    21,001
    Oct-2002    21,119    21,146
    Nov-2002    21,260    21,296
    Dec-2002    22,228    21,441
    Jan-2003    21,631    21,591
    Feb-2003    21,106    21,741
    Mar-2003    20,737    21,877
    Apr-2003    20,903    22,027
    May-2003    20,988    22,172
    Jun-2003    21,105    22,322
    Jul-2003    21,272    22,467
    Aug-2003    21,390    22,617
    Sep-2003    21,291    22,767
    Oct-2003    21,261    22,912
    Nov-2003    21,379    23,062
    Dec-2003    22,410    23,207
    Jan-2004    21,012    23,357
    Feb-2004    21,570    23,507
    Mar-2004    21,572    23,648
    Apr-2004    21,265    23,798
    May-2004    21,385    23,943
    Jun-2004    21,606    24,093
    Jul-2004    21,697    24,238
    Aug-2004    22,235    24,388
    Sep-2004    22,166    24,538
    Oct-2004    22,057    24,683
    Nov-2004    22,336    24,833
    Dec-2004    23,244    24,978
    Jan-2005    22,849    25,128
    Feb-2005    22,511    25,278
    Mar-2005    22,310    25,414
    Apr-2005    22,431    25,564
    May-2005    22,622    25,709
    Jun-2005    22,816    25,859
    Jul-2005    23,097    26,004
    Aug-2005    23,318    26,154
    Sep-2005    23,202    26,304
    Oct-2005    23,308    26,449
    Nov-2005    23,616    26,599
    Dec-2005    24,688    26,744
    Jan-2006    23,725    26,894
    Feb-2006    23,489    27,044
    Mar-2006    23,324    27,180
    Apr-2006    23,782    27,330
    May-2006    24,277    27,475
    Jun-2006    24,706    27,625
    Jul-2006    25,113    27,770
    Aug-2006    25,161    27,920
    Sep-2006    25,232    28,070
    Oct-2006    25,853    28,215
    Nov-2006    26,240    28,365
    Dec-2006    27,388    28,511
    Jan-2007    26,993    28,661
    Feb-2007    26,740    28,811
    Mar-2007    26,612    28,946
    Apr-2007    26,998    29,096
    May-2007    27,495    29,241
    Jun-2007    27,724    29,391
    Jul-2007    28,390    29,536
    Aug-2007    28,780    29,686
    Sep-2007    28,971    29,836
    Oct-2007    29,334    29,981
    Nov-2007    29,919    30,131
    Dec-2007    31,071    30,277
    Jan-2008    30,737    30,427
    Feb-2008    30,321    30,577
    Mar-2008    30,270    30,717
    Apr-2008    30,486    30,867
    May-2008    30,752    31,012
    Jun-2008    31,275    31,162
    Jul-2008    31,621    31,307
    Aug-2008    32,028    31,457
    Sep-2008    32,172    31,607
    Oct-2008    32,136    31,752
    Nov-2008    32,456    31,902
    Dec-2008    33,425    32,048
    Jan-2009    33,102    32,198
    Feb-2009    32,268    32,348
    Mar-2009    32,159    32,483
    Apr-2009    32,584    32,633
    May-2009    33,031    32,778
    Jun-2009    33,477    32,928
    Jul-2009    33,559    33,073
    Aug-2009    34,143    33,223
    Sep-2009    34,208    33,373
    Oct-2009    34,209    33,518
    Nov-2009    34,611    33,668
    Dec-2009    35,444    33,814
    Jan-2010    35,068    33,964
    Feb-2010    34,369    34,114
    Mar-2010    34,229    34,249
    Apr-2010    34,478    34,399
    May-2010    34,800    34,544
    Jun-2010    34,943    34,694
    Jul-2010    35,259    34,839
    Aug-2010    35,546    34,989
    Sep-2010    35,333    35,139
    Oct-2010    35,480    35,285
    Nov-2010    35,790    35,435
    Dec-2010    36,340    35,580
    Jan-2011    35,920    35,730
    Feb-2011    35,268    35,880
    Mar-2011    35,014    36,015
    Apr-2011    35,201    36,165
    May-2011    35,570    36,310
    Jun-2011    35,765    36,460
    Jul-2011    36,167    36,605
    Aug-2011    36,426    36,755
    Sep-2011    36,273    36,905
    Oct-2011    36,760    37,051
    Nov-2011    37,055    37,201
    Dec-2011    37,943    37,346
    Jan-2012    37,272    37,496
    Feb-2012    36,694    37,646
    Mar-2012    36,447    37,786
    Apr-2012    36,569    37,936
    May-2012    37,198    38,081
    Jun-2012    37,371    38,231
    Jul-2012    37,410    38,376
    Aug-2012    38,148    38,526
    Sep-2012    38,143    38,676
    Oct-2012    38,221    38,822
    Nov-2012    39,891    38,972
    Dec-2012    38,888    39,117
    Jan-2013    39,401    39,267
    Feb-2013    39,318    39,417
    Mar-2013    39,383    39,552
    Apr-2013    39,456    39,702
    May-2013    39,755    39,847
    Jun-2013    40,137    39,997
    Jul-2013    40,601    40,142
    Aug-2013    41,075    40,292
    Sep-2013    41,106    40,442
    Oct-2013    41,153    40,588
    Nov-2013    41,701    40,738
    Dec-2013    43,382    40,883
    Jan-2014    42,727    41,033
    Feb-2014    41,991    41,183
    Mar-2014    42,056    41,318
    Apr-2014    42,232    41,468
    May-2014    42,846    41,613
    Jun-2014    43,318    41,763
    Jul-2014    43,675    41,909
    Aug-2014    44,484    42,059
    Sep-2014    44,516    42,209
    Oct-2014    44,500    42,354
    Nov-2014    44,942    42,504
    Dec-2014    46,796    42,649
    Jan-2015    46,220    42,799
    Feb-2015    45,332    42,949
    Mar-2015    45,194    43,084
    Apr-2015    45,300    43,234
    May-2015    45,933    43,379
    Jun-2015    45,147    43,529
    Jul-2015        43,675
    Aug-2015        43,825
    Sep-2015        43,975
    Oct-2015        44,120
    Nov-2015        44,270
    Dec-2015        44,415
    Jan-2016        44,565
    Feb-2016        44,715
    Mar-2016        44,855
    Apr-2016        45,005
    May-2016        45,150
    Jun-2016        45,300
Exponential Trend
    Month    Credit
Chris Al
ight: Consumer Revolving Credit through Credit Unions ($millions), not seasonally adjusted.
    Forecast (Exponential Trend Model)        Absolute Percent...
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