exponential smoothing business forecasting

profileSelina Watkins
smoothingHMFall2018.xlsx

page one

Period population (in thousands) fertility rate (birth per woman) life expectancy at birth (years) crude dead rate (per 1000) net migration rate (per 1000)
1994 266 2.1 79 6 3
1995 268 2.1 78 7 -5
1996 269 2.1 78 7 -2
1997 271 2 79 7 0
1998 274 2 79 7 3
1999 277 2 79 7 4
2000 281 2.1 80 7 6
2001 285 2 81 6 3
2002 287 1.9 80 6 -1
2003 290 2 81 6 0
2004 292 2 81 6 2
2005 297 2.1 81 6 13
2006 304 2.1 81 6 17
2007 311 2.1 81 6 16
2008 317 2.2 82 6 4
2009 318 2.2 82 6 -15
2010 318 2.2 82 6 -7
2011 319 2 82 6 -4
2012 321 2 83 6 -1
2013 324 2 83 6 5
2014 328 2 83 6 5
2015 332 2 83 6 4
2016 336 2 83 6 4
2017 340 2 83 6 4
2018 344 2 83 6 4
Excel Forecast
2019
2020
Eviews forcasts
2019
2020
Forecasts for PHS
Jan-04
Feb-04
Mar-04
Apr-04
May-04
Jun-04
Jul-04
Aug-04
Sep-04
Oct-04
Nov-04
Dec-04

the following data shows the population information for Iceland from 1994 -2018. Use the exponential smoothing method and forecast each variable for 2019 and 2020. provide your forcast with Excel and Eviews. also use the private housing sale monthly data, PHS, for the period from Jan 72 to Dec 2003 and forecast the PHS for eah month of 2004. Use only Eviews results to provide your forecasts.

https://www.census.gov/data-tools/demo/idb/glossary.php

population

Due Date September 10, 2018
Forecast population data for 2019 -2021
Period population (in thousands)
1994 266
1995 268
1996 269
1997 271
1998 274
1999 277
2000 281
2001 285
2002 287
2003 290
2004 292
2005 297
2006 304
2007 311
2008 317
2009 318
2010 318
2011 319
2012 321
2013 324
2014 328
2015 332
2016 336
2017 340
2018 344

1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 266 268 269 271 274 277 281 285 287 290 292 297 304 311 317 318 318 319 321 324 328 332 336 340 344

https://www.census.gov/data-tools/demo/idb/glossary.php

fertility

forecast fertility for 2019-2021
fertility fertility rate (birth per woman)
1994 2.1
1995 2.1
1996 2.1
1997 2
1998 2
1999 2
2000 2.1
2001 2
2002 1.9
2003 2
2004 2
2005 2.1
2006 2.1
2007 2.1
2008 2.2
2009 2.2
2010 2.2
2011 2
2012 2
2013 2
2014 2
2015 2
2016 2
2017 2
2018 2

1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2.1 2.1 2.1 2 2 2 2.1 2 1.9 2 2 2.1 2.1 2.1 2.2000000000000002 2.2000000000000002 2.2000000000000002 2 2 2 2 2 2 2 2

https://www.census.gov/data-tools/demo/idb/glossary.php

life expectency

Forecast life expectancy for 2019-2021
Period life expectancy at birth (years)
1994 79
1995 78
1996 78
1997 79
1998 79
1999 79
2000 80
2001 81
2002 80
2003 81
2004 81
2005 81
2006 81
2007 81
2008 82
2009 82
2010 82
2011 82
2012 83
2013 83
2014 83
2015 83
2016 83
2017 83
2018 83

1994 1995 1996 19 97 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 79 78 78 79 79 79 80 81 80 81 81 81 81 81 82 82 82 82 83 83 83 83 83 83 83

https://www.census.gov/data-tools/demo/idb/glossary.php

migration

Forecast migration for 2019-2021
Period Net migration
1994 3
1995 -5
1996 -2
1997 0
1998 3
1999 4
2000 6
2001 3
2002 -1
2003 0
2004 2
2005 13
2006 17
2007 16
2008 4
2009 -15
2010 -7
2011 -4
2012 -1
2013 5
2014 5
2015 4
2016 4
2017 4
2018 4

Net migration 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 3 -5 -2 0 3 4 6 3 -1 0 2 13 17 16 4 -15 -7 -4 -1 5 5 4 4 4 4

https://www.census.gov/data-tools/demo/idb/glossary.php

PHS

Forecast PHS for months of 2004.
Date PHS
Jan-72 149.1
Feb-72 152.2
Mar-72 203.9
Apr-72 211.6
May-72 225.8
Jun-72 223.1
Jul-72 206.5 PHS
Aug-72 228.6
Sep-72 203.0
Oct-72 216.5
Nov-72 185.7
Dec-72 150.5
Jan-73 146.6
Feb-73 138.0
Mar-73 200.0
Apr-73 205.0
May-73 234.0
Jun-73 202.6
Jul-73 202.6
Aug-73 197.2
Sep-73 148.4
Oct-73 147.1
Nov-73 133.3
Dec-73 90.4
Jan-74 84.5
Feb-74 109.4
Mar-74 124.8
Apr-74 159.5
May-74 149.0
Jun-74 147.6
Jul-74 126.6
Aug-74 111.1
Sep-74 98.3
Oct-74 96.7
Nov-74 75.1
Dec-74 55.1
Jan-75 56.1
Feb-75 54.7
Mar-75 80.2
Apr-75 97.9
May-75 116.1
Jun-75 110.3
Jul-75 119.3
Aug-75 117.3
Sep-75 111.9
Oct-75 123.6
Nov-75 96.9
Dec-75 76.1
Jan-76 72.5
Feb-76 89.9
Mar-76 118.4
Apr-76 137.2
May-76 147.9
Jun-76 154.2
Jul-76 136.6
Aug-76 145.9
Sep-76 151.8
Oct-76 148.4
Nov-76 127.1
Dec-76 107.4
Jan-77 81.3
Feb-77 112.5
Mar-77 173.6
Apr-77 182.2
May-77 201.3
Jun-77 197.6
Jul-77 189.8
Aug-77 194.0
Sep-77 177.7
Oct-77 193.1
Nov-77 154.8
Dec-77 129.2
Jan-78 88.6
Feb-78 101.3
Mar-78 172.1
Apr-78 197.5
May-78 211.0
Jun-78 216.0
Jul-78 192.2
Aug-78 190.9
Sep-78 180.5
Oct-78 192.1
Nov-78 158.6
Dec-78 119.5
Jan-79 88.2
Feb-79 84.5
Mar-79 152.9
Apr-79 161.0
May-79 189.1
Jun-79 191.8
Jul-79 164.2
Aug-79 170.3
Sep-79 163.7
Oct-79 169.0
Nov-79 118.7
Dec-79 91.6
Jan-80 73.1
Feb-80 79.9
Mar-80 85.1
Apr-80 96.2
May-80 91.7
Jun-80 116.4
Jul-80 120.1
Aug-80 129.9
Sep-80 138.3
Oct-80 152.7
Nov-80 112.9
Dec-80 95.9
Jan-81 84.5
Feb-81 71.9
Mar-81 107.8
Apr-81 123.0
May-81 109.9
Jun-81 105.8
Jul-81 99.9
Aug-81 86.3
Sep-81 84.1
Oct-81 87.2
Nov-81 64.6
Dec-81 59.1
Jan-82 47.2
Feb-82 51.3
Mar-82 78.2
Apr-82 84.1
May-82 98.8
Jun-82 91.1
Jul-82 106.8
Aug-82 96.0
Sep-82 106.4
Oct-82 110.5
Nov-82 108.9
Dec-82 82.9
Jan-83 91.3
Feb-83 96.3
Mar-83 134.6
Apr-83 135.8
May-83 174.9
Jun-83 173.2
Jul-83 161.6
Aug-83 176.8
Sep-83 154.9
Oct-83 159.3
Nov-83 136.0
Dec-83 108.3
Jan-84 109.1
Feb-84 130.0
Mar-84 137.5
Apr-84 172.7
May-84 180.7
Jun-84 184.0
Jul-84 162.1
Aug-84 147.4
Sep-84 148.5
Oct-84 152.3
Nov-84 126.2
Dec-84 98.9
Jan-85 105.4
Feb-85 95.4
Mar-85 145.0
Apr-85 175.8
May-85 170.2
Jun-85 163.2
Jul-85 160.7
Aug-85 160.7
Sep-85 147.7
Oct-85 173.0
Nov-85 124.1
Dec-85 120.5
Jan-86 115.6
Feb-86 107.2
Mar-86 151.0
Apr-86 188.2
May-86 186.6
Jun-86 183.6
Jul-86 172.0
Aug-86 163.8
Sep-86 154.0
Oct-86 154.8
Nov-86 115.6
Dec-86 113.0
Jan-87 105.1
Feb-87 102.8
Mar-87 141.2
Apr-87 159.3
May-87 158.0
Jun-87 162.9
Jul-87 152.4
Aug-87 143.6
Sep-87 152.0
Oct-87 139.1
Nov-87 118.8
Dec-87 85.4
Jan-88 78.2
Feb-88 90.2
Mar-88 128.8
Apr-88 153.2
May-88 140.2
Jun-88 150.2
Jul-88 137.0
Aug-88 136.8
Sep-88 131.1
Oct-88 135.1
Nov-88 113.0
Dec-88 94.2
Jan-89 100.1
Feb-89 85.8
Mar-89 117.8
Apr-89 129.4
May-89 131.7
Jun-89 143.2
Jul-89 134.7
Aug-89 122.4
Sep-89 109.3
Oct-89 130.1
Nov-89 96.6
Dec-89 75.0
Jan-90 99.2
Feb-90 86.9
Mar-90 108.5
Apr-90 119.0
May-90 121.1
Jun-90 117.8
Jul-90 111.2
Aug-90 102.8
Sep-90 93.1
Oct-90 94.2
Nov-90 81.4
Dec-90 57.4
Jan-91 52.5
Feb-91 59.1
Mar-91 73.8
Apr-91 99.7
May-91 97.7
Jun-91 103.4
Jul-91 103.5
Aug-91 94.7
Sep-91 86.6
Oct-91 101.8
Nov-91 75.6
Dec-91 65.6
Jan-92 71.6
Feb-92 78.8
Mar-92 111.6
Apr-92 107.6
May-92 115.2
Jun-92 117.8
Jul-92 106.2
Aug-92 109.9
Sep-92 106.0
Oct-92 111.8
Nov-92 84.5
Dec-92 78.6
Jan-93 70.5
Feb-93 74.6
Mar-93 95.5
Apr-93 117.8
May-93 120.9
Jun-93 128.5
Jul-93 115.3
Aug-93 121.8
Sep-93 118.5
Oct-93 123.3
Nov-93 102.3
Dec-93 98.7
Jan-94 76.2
Feb-94 83.5
Mar-94 134.3
Apr-94 137.6
May-94 148.8
Jun-94 136.4
Jul-94 127.8
Aug-94 139.8
Sep-94 130.1
Oct-94 130.6
Nov-94 113.4
Dec-94 98.5
Jan-95 84.5
Feb-95 81.6
Mar-95 103.8
Apr-95 116.9
May-95 130.5
Jun-95 123.4
Jul-95 129.1
Aug-95 135.8
Sep-95 122.4
Oct-95 126.2
Nov-95 107.2
Dec-95 92.8
Jan-96 90.7
Feb-96 95.9
Mar-96 116.0
Apr-96 146.6
May-96 143.9
Jun-96 138.0
Jul-96 137.5
Aug-96 144.2
Sep-96 128.7
Oct-96 130.8
Nov-96 111.5
Dec-96 93.1
Jan-97 82.2
Feb-97 94.7
Mar-97 120.4
Apr-97 142.3
May-97 136.3
Jun-97 140.4
Jul-97 134.6
Aug-97 126.5
Sep-97 139.2
Oct-97 139.0
Nov-97 112.4
Dec-97 106.0
Jan-98 91.2
Feb-98 101.1
Mar-98 132.6
Apr-98 144.9
May-98 143.3
Jun-98 159.6
Jul-98 156.0
Aug-98 147.5
Sep-98 141.5
Oct-98 155.5
Nov-98 124.2
Dec-98 119.6
Jan-99 106.8
Feb-99 110.2
Mar-99 147.3
Apr-99 144.6
May-99 153.2
Jun-99 149.4
Jul-99 152.6
Aug-99 152.9
Sep-99 140.3
Oct-99 142.9
Nov-99 127.4
Dec-99 113.6
Jan-00 104.0
Feb-00 119.7
Mar-00 133.4
Apr-00 149.5
May-00 152.9
Jun-00 146.3
Jul-00 135.0
Aug-00 141.4
Sep-00 128.9
Oct-00 139.7
Nov-00 117.1
Dec-00 100.7
Jan-01 106.4
Feb-01 108.2
Mar-01 133.2
Apr-01 151.3
May-01 154.0
Jun-01 155.2
Jul-01 154.6
Aug-01 141.5
Sep-01 133.1
Oct-01 139.8
Nov-01 121.0
Dec-01 104.6
Jan-02 110.4
Feb-02 120.4
Mar-02 138.2
Apr-02 148.8
May-02 165.5
Jun-02 160.3
Jul-02 155.9
Aug-02 147.0
Sep-02 155.6
Oct-02 146.8
Nov-02 133.0
Dec-02 123.1
Jan-03 117.8
Feb-03 109.7
Mar-03 147.2
Apr-03 151.2
May-03 165.0
Jun-03 174.5
Jul-03 175.8
Aug-03 163.8
Sep-03 171.3
Oct-03 173.5
Nov-03 153.7
Dec-03 144.2

PHS 26299 26330 26359 26390 26420 26451 26481 26512 26543 26573 26604 26634 26665 26696 26724 26755 26785 26816 26846 26877 26908 26938 26969 26999 27030 27061 27089 27120 27150 27181 27211 27242 27273 27303 27334 27364 27395 27426 27454 27485 27515 27546 27576 27607 27638 27668 27699 27729 27760 27791 27820 27851 27881 27912 27942 27973 28004 28034 28065 28095 28126 28157 28185 28216 28246 28277 28307 28338 28369 28399 28430 28460 28491 28522 28550 28581 28611 28642 28672 28703 28734 28764 28795 28825 28856 28887 28915 28946 28976 29007 29037 29068 29099 29129 29160 29190 29221 29252 29281 29312 29342 29373 29403 29434 29465 29495 29526 29556 29587 29618 29646 29677 29707 29738 29768 29799 29830 29860 29891 29921 29952 29983 30011 30042 30072 30103 30133 30164 30195 30225 30256 30286 30317 30348 30376 30407 30437 30468 30498 30529 30560 30590 30621 30651 30682 30713 30742 30773 30803 30834 30864 30895 30926 30956 30987 31017 31048 31079 31107 31138 31168 31199 31229 31260 31291 31321 31352 31382 31413 31444 31472 31503 31533 31564 31594 31625 31656 31686 31717 31747 31778 31809 31837 31868 31898 31929 31959 31990 32021 32051 32082 32112 32143 32174 32203 32234 32264 32295 32325 32356 32387 32417 32448 32478 32509 32540 32568 32599 32629 32660 32690 32721 32752 32782 32813 32843 32874 32905 32933 32964 32994 33025 33055 33086 33117 33147 33178 33208 33239 33270 33298 33329 33359 33390 33420 33451 33482 33512 33543 33573 33604 33635 33664 33695 33725 33756 33786 33817 33848 33878 33909 33939 33970 34001 34029 34060 34090 34121 34151 34182 34213 34243 34274 34304 34335 34366 34394 34425 34455 34486 34516 34547 34578 34608 34639 34669 34700 34731 34759 34790 34820 34851 34881 34912 34943 34973 35004 35034 35065 35096 35125 35156 35186 35217 35247 35278 35309 35339 35370 35400 35431 35462 35490 35521 35551 35582 35612 35643 35674 35704 35735 35765 35796 35827 35855 35886 35916 35947 35977 36008 36039 36069 36100 36130 36161 36192 36220 36251 36281 36312 36342 36373 36404 36434 36465 36495 36526 36557 36586 36617 36647 36678 36708 36739 36770 36800 36831 36861 36892 36923 36951 36982 37012 37043 37073 37104 37135 37165 37196 37226 37257 37288 37316 37347 37377 37408 37438 37469 37500 37530 37561 37591 37622 37653 37681 37712 37742 37773 37803 37834 37865 37895 37926 37956 149.1 152.19999999999999 203.9 211.6 225.8 223.1 206.5 228.6 203 216.5 185.7 150.5 146.6 138 200 205 234 202.6 202.6 197.2 148.4 147.1 133.30000000000001 90.4 84.5 109.4 124.8 159.5 149 147.6 126.6 111.1 98.3 96.7 75.099999999999994 55.1 56.1 54.7 80.2 97.9 116.1 110.3 119.3 117.3 111.9 123.6 96.9 76.099999999999994 72.5 89.9 118.4 137.19999999999999 147.9 154.19999999999999 136.6 145.9 151.80000000000001 148.4 127.1 107.4 81.3 112.5 173.6 182.2 201.3 197.6 189.8 194 177.7 193.1 154.80000000000001 129.19999999999999 88.6 101.3 172.1 197.5 211 216 192.2 190.9 180.5 192.1 158.6 119.5 88.2 84.5 152.9 161 189.1 191.8 164.2 170.3 163.69999999999999 169 118.7 91.6 73.099999999999994 79.900000000000006 85.1 96.2 91.7 116.4 120.1 129.9 138.30000000000001 152.69999999999999 112.9 95.9 84.5 71.900000000000006 107.8 123 109.9 105.8 99.9 86.3 84.1 87.2 64.599999999999994 59.1 47.2 51.3 78.2 84.1 98.8 91.1 106.8 96 106.4 110.5 108.9 82.9 91.3 96.3 134.6 135.80000000000001 174.9 173.2 161.6 176.8 154.9 159.30000000000001 136 108.3 109.1 130 137.5 172.7 180.7 184 162.1 147.4 148.5 152.30000000000001 126.2 98.9 105.4 95.4 145 175.8 170.2 163.19999999999999 160.69999999999999 160.69999999999999 147.69999999999999 173 124.1 120.5 115.6 107.2 151 188.2 186.6 183.6 172 163.80000000000001 154 154.80000000000001 115.6 113 105.1 102.8 141.19999999999999 159.30000000000001 158 162.9 152.4 143.6 152 139.1 118.8 85.4 78.2 90.2 128.80000000000001 153.19999999999999 140.19999999999999 150.19999999999999 137 136.80000000000001 131.1 135.1 113 94.2 100.1 85.8 117.8 129.4 131.69999999999999 143.19999999999999 134.69999999999999 122.4 109.3 130.1 96.6 75 99.2 86.9 108.5 119 121.1 117.8 111.2 102.8 93.1 94.2 81.400000000000006 57.4 52.5 59.1 73.8 99.7 97.7 103.4 103.5 94.7 86.6 101.8 75.599999999999994 65.599999999999994 71.599999999999994 78.8 111.6 107.6 115.2 117.8 106.2 109.9 106 111.8 84.5 78.599999999999994 70.5 74.599999999999994 95.5 117.8 120.9 128.5 115.3 121.8 118.5 123.3 102.3 98.7 76.2 83.5 134.30000000000001 137.6 148.80000000000001 136.4 127.8 139.80000000000001 130.1 130.6 113.4 98.5 84.5 81.599999999999994 103.8 116.9 130.5 123.4 129.1 135.80000000000001 122.4 126.2 107.2 92.8 90.7 95.9 116 146.6 143.9 138 137.5 144.19999999999999 128.69999999999999 130.80000000000001 111.5 93.1 82.2 94.7 120.4 142.30000000000001 136.30000000000001 140.4 134.6 126.5 139.19999999999999 139 112.4 106 91.2 101.1 132.6 144.9 143.30000000000001 159.6 156 147.5 141.5 155.5 124.2 119.6 106.8 110.2 147.30000000000001 144.6 153.19999999999999 149.4 152.6 152.9 140.30000000000001 142.9 127.4 113.6 104 119.7 133.4 149.5 152.9 146.30000000000001 135 141.4 128.9 139.69999999999999 117.1 100.7 106.4 108.2 133.19999999999999 151.30000000000001 154 155.19999999999999 154.6 141.5 133.1 139.80000000000001 121 104.6 110.4 120.4 138.19999999999999 148.80000000000001 165.5 160.30000000000001 155.9 147 155.6 146.80000000000001 133 123.1 117.8 109.7 147.19999999999999 151.19999999999999 165 174.5 175.8 163.80000000000001 171.3 173.5 153.69999999999999 144.19999999999999

deseasonalize

Forecast sales for months of 2004 by first deseasonalizing the data, get the forecasts of deseasonalized data and then reseasonalize the data.
Date PHS
Jan-72 149.1
Feb-72 152.2
Mar-72 203.9
Apr-72 211.6
May-72 225.8
Jun-72 223.1
Jul-72 206.5
Aug-72 228.6
Sep-72 203.0
Oct-72 216.5
Nov-72 185.7
Dec-72 150.5
Jan-73 146.6
Feb-73 138.0
Mar-73 200.0
Apr-73 205.0
May-73 234.0
Jun-73 202.6
Jul-73 202.6
Aug-73 197.2
Sep-73 148.4
Oct-73 147.1
Nov-73 133.3
Dec-73 90.4
Jan-74 84.5
Feb-74 109.4
Mar-74 124.8
Apr-74 159.5
May-74 149.0
Jun-74 147.6
Jul-74 126.6
Aug-74 111.1
Sep-74 98.3
Oct-74 96.7
Nov-74 75.1
Dec-74 55.1
Jan-75 56.1
Feb-75 54.7
Mar-75 80.2
Apr-75 97.9
May-75 116.1
Jun-75 110.3
Jul-75 119.3
Aug-75 117.3
Sep-75 111.9
Oct-75 123.6
Nov-75 96.9
Dec-75 76.1
Jan-76 72.5
Feb-76 89.9
Mar-76 118.4
Apr-76 137.2
May-76 147.9
Jun-76 154.2
Jul-76 136.6
Aug-76 145.9
Sep-76 151.8
Oct-76 148.4
Nov-76 127.1
Dec-76 107.4
Jan-77 81.3
Feb-77 112.5
Mar-77 173.6
Apr-77 182.2
May-77 201.3
Jun-77 197.6
Jul-77 189.8
Aug-77 194.0
Sep-77 177.7
Oct-77 193.1
Nov-77 154.8
Dec-77 129.2
Jan-78 88.6
Feb-78 101.3
Mar-78 172.1
Apr-78 197.5
May-78 211.0
Jun-78 216.0
Jul-78 192.2
Aug-78 190.9
Sep-78 180.5
Oct-78 192.1
Nov-78 158.6
Dec-78 119.5
Jan-79 88.2
Feb-79 84.5
Mar-79 152.9
Apr-79 161.0
May-79 189.1
Jun-79 191.8
Jul-79 164.2
Aug-79 170.3
Sep-79 163.7
Oct-79 169.0
Nov-79 118.7
Dec-79 91.6
Jan-80 73.1
Feb-80 79.9
Mar-80 85.1
Apr-80 96.2
May-80 91.7
Jun-80 116.4
Jul-80 120.1
Aug-80 129.9
Sep-80 138.3
Oct-80 152.7
Nov-80 112.9
Dec-80 95.9
Jan-81 84.5
Feb-81 71.9
Mar-81 107.8
Apr-81 123.0
May-81 109.9
Jun-81 105.8
Jul-81 99.9
Aug-81 86.3
Sep-81 84.1
Oct-81 87.2
Nov-81 64.6
Dec-81 59.1
Jan-82 47.2
Feb-82 51.3
Mar-82 78.2
Apr-82 84.1
May-82 98.8
Jun-82 91.1
Jul-82 106.8
Aug-82 96.0
Sep-82 106.4
Oct-82 110.5
Nov-82 108.9
Dec-82 82.9
Jan-83 91.3
Feb-83 96.3
Mar-83 134.6
Apr-83 135.8
May-83 174.9
Jun-83 173.2
Jul-83 161.6
Aug-83 176.8
Sep-83 154.9
Oct-83 159.3
Nov-83 136.0
Dec-83 108.3
Jan-84 109.1
Feb-84 130.0
Mar-84 137.5
Apr-84 172.7
May-84 180.7
Jun-84 184.0
Jul-84 162.1
Aug-84 147.4
Sep-84 148.5
Oct-84 152.3
Nov-84 126.2
Dec-84 98.9
Jan-85 105.4
Feb-85 95.4
Mar-85 145.0
Apr-85 175.8
May-85 170.2
Jun-85 163.2
Jul-85 160.7
Aug-85 160.7
Sep-85 147.7
Oct-85 173.0
Nov-85 124.1
Dec-85 120.5
Jan-86 115.6
Feb-86 107.2
Mar-86 151.0
Apr-86 188.2
May-86 186.6
Jun-86 183.6
Jul-86 172.0
Aug-86 163.8
Sep-86 154.0
Oct-86 154.8
Nov-86 115.6
Dec-86 113.0
Jan-87 105.1
Feb-87 102.8
Mar-87 141.2
Apr-87 159.3
May-87 158.0
Jun-87 162.9
Jul-87 152.4
Aug-87 143.6
Sep-87 152.0
Oct-87 139.1
Nov-87 118.8
Dec-87 85.4
Jan-88 78.2
Feb-88 90.2
Mar-88 128.8
Apr-88 153.2
May-88 140.2
Jun-88 150.2
Jul-88 137.0
Aug-88 136.8
Sep-88 131.1
Oct-88 135.1
Nov-88 113.0
Dec-88 94.2
Jan-89 100.1
Feb-89 85.8
Mar-89 117.8
Apr-89 129.4
May-89 131.7
Jun-89 143.2
Jul-89 134.7
Aug-89 122.4
Sep-89 109.3
Oct-89 130.1
Nov-89 96.6
Dec-89 75.0
Jan-90 99.2
Feb-90 86.9
Mar-90 108.5
Apr-90 119.0
May-90 121.1
Jun-90 117.8
Jul-90 111.2
Aug-90 102.8
Sep-90 93.1
Oct-90 94.2
Nov-90 81.4
Dec-90 57.4
Jan-91 52.5
Feb-91 59.1
Mar-91 73.8
Apr-91 99.7
May-91 97.7
Jun-91 103.4
Jul-91 103.5
Aug-91 94.7
Sep-91 86.6
Oct-91 101.8
Nov-91 75.6
Dec-91 65.6
Jan-92 71.6
Feb-92 78.8
Mar-92 111.6
Apr-92 107.6
May-92 115.2
Jun-92 117.8
Jul-92 106.2
Aug-92 109.9
Sep-92 106.0
Oct-92 111.8
Nov-92 84.5
Dec-92 78.6
Jan-93 70.5
Feb-93 74.6
Mar-93 95.5
Apr-93 117.8
May-93 120.9
Jun-93 128.5
Jul-93 115.3
Aug-93 121.8
Sep-93 118.5
Oct-93 123.3
Nov-93 102.3
Dec-93 98.7
Jan-94 76.2
Feb-94 83.5
Mar-94 134.3
Apr-94 137.6
May-94 148.8
Jun-94 136.4
Jul-94 127.8
Aug-94 139.8
Sep-94 130.1
Oct-94 130.6
Nov-94 113.4
Dec-94 98.5
Jan-95 84.5
Feb-95 81.6
Mar-95 103.8
Apr-95 116.9
May-95 130.5
Jun-95 123.4
Jul-95 129.1
Aug-95 135.8
Sep-95 122.4
Oct-95 126.2
Nov-95 107.2
Dec-95 92.8
Jan-96 90.7
Feb-96 95.9
Mar-96 116.0
Apr-96 146.6
May-96 143.9
Jun-96 138.0
Jul-96 137.5
Aug-96 144.2
Sep-96 128.7
Oct-96 130.8
Nov-96 111.5
Dec-96 93.1
Jan-97 82.2
Feb-97 94.7
Mar-97 120.4
Apr-97 142.3
May-97 136.3
Jun-97 140.4
Jul-97 134.6
Aug-97 126.5
Sep-97 139.2
Oct-97 139.0
Nov-97 112.4
Dec-97 106.0
Jan-98 91.2
Feb-98 101.1
Mar-98 132.6
Apr-98 144.9
May-98 143.3
Jun-98 159.6
Jul-98 156.0
Aug-98 147.5
Sep-98 141.5
Oct-98 155.5
Nov-98 124.2
Dec-98 119.6
Jan-99 106.8
Feb-99 110.2
Mar-99 147.3
Apr-99 144.6
May-99 153.2
Jun-99 149.4
Jul-99 152.6
Aug-99 152.9
Sep-99 140.3
Oct-99 142.9
Nov-99 127.4
Dec-99 113.6
Jan-00 104.0
Feb-00 119.7
Mar-00 133.4
Apr-00 149.5
May-00 152.9
Jun-00 146.3
Jul-00 135.0
Aug-00 141.4
Sep-00 128.9
Oct-00 139.7
Nov-00 117.1
Dec-00 100.7
Jan-01 106.4
Feb-01 108.2
Mar-01 133.2
Apr-01 151.3
May-01 154.0
Jun-01 155.2
Jul-01 154.6
Aug-01 141.5
Sep-01 133.1
Oct-01 139.8
Nov-01 121.0
Dec-01 104.6
Jan-02 110.4
Feb-02 120.4
Mar-02 138.2
Apr-02 148.8
May-02 165.5
Jun-02 160.3
Jul-02 155.9
Aug-02 147.0
Sep-02 155.6
Oct-02 146.8
Nov-02 133.0
Dec-02 123.1
Jan-03 117.8
Feb-03 109.7
Mar-03 147.2
Apr-03 151.2
May-03 165.0
Jun-03 174.5
Jul-03 175.8
Aug-03 163.8
Sep-03 171.3
Oct-03 173.5
Nov-03 153.7
Dec-03 144.2