How do you calculate an exponential smoothing model using alpha = 0.5 and 0.8. What is the prediction for 7/1/2021 for each technique? Forecasts Date Day of Week Rooms Sold MA 2 MA 4 ES (0.8) ES (0.5) 6/1/2021 Tuesday 123 6/2/2021 Wednesday 109 6/3/2021 Thursday 140 116.0 6/4/2021 Friday 199 124.5 6/5/2021 Saturday 179 169.5 142.8 6/6/2021 Sunday 140 189.0 156.8 6/7/2021 Monday 117 159.5 164.5 6/8/2021 Tuesday 132 128.5 158.8 6/9/2021 Wednesday 108 124.5 142.0 6/10/2021 Thursday 151 120.0 124.3 6/11/2021 Friday 182 129.5 127.0 6/12/2021 Saturday 168 166.5 143.3 6/13/2021 Sunday 161 175.0 152.3 6/14/2021 Monday 119 164.5 165.5 6/15/2021 Tuesday 133 140.0 157.5 6/16/2021 Wednesday 139 126.0 145.3 6/17/2021 Thursday 146 136.0 138.0 6/18/2021 Friday 168 142.5 134.3 6/19/2021 Saturday 188 157.0 146.5 6/20/2021 Sunday 147 178.0 160.3 6/21/2021 Monday 110 167.5 162.3 6/22/2021 Tuesday 136 128.5 153.3 6/23/2021 Wednesday 134 123.0 145.3 6/24/2021 Thursday 133 135.0 131.8 6/25/2021 Friday 182 133.5 128.3 6/26/2021 Saturday 178 157.5 146.3 6/27/2021 Sunday 137 180.0 156.8 6/28/2021 Monday 137 157.5 157.5 6/29/2021 Tuesday 134 137.0 158.5 6/30/2021 Wednesday 133 135.5 146.5 7/1/2021 Thursday ? 133.5 135.3
How do you calculate an exponential smoothing model using alpha = 0.5 and 0.8. What is the prediction for 7/1/2021 for each technique? Forecasts Date Day of Week Rooms Sold MA 2 MA 4 ES (0.8) ES (0.5) 6/1/2021 Tuesday 123 6/2/2021 Wednesday 109 6/3/2021 Thursday 140 116.0 6/4/2021 Friday 199 124.5 6/5/2021 Saturday 179 169.5 142.8 6/6/2021 Sunday 140 189.0 156.8 6/7/2021 Monday 117 159.5 164.5 6/8/2021 Tuesday 132 128.5 158.8 6/9/2021 Wednesday 108 124.5 142.0 6/10/2021 Thursday 151 120.0 124.3 6/11/2021 Friday 182 129.5 127.0 6/12/2021 Saturday 168 166.5 143.3 6/13/2021 Sunday 161 175.0 152.3 6/14/2021 Monday 119 164.5 165.5 6/15/2021 Tuesday 133 140.0 157.5 6/16/2021 Wednesday 139 126.0 145.3 6/17/2021 Thursday 146 136.0 138.0 6/18/2021 Friday 168 142.5 134.3 6/19/2021 Saturday 188 157.0 146.5 6/20/2021 Sunday 147 178.0 160.3 6/21/2021 Monday 110 167.5 162.3 6/22/2021 Tuesday 136 128.5 153.3 6/23/2021 Wednesday 134 123.0 145.3 6/24/2021 Thursday 133 135.0 131.8 6/25/2021 Friday 182 133.5 128.3 6/26/2021 Saturday 178 157.5 146.3 6/27/2021 Sunday 137 180.0 156.8 6/28/2021 Monday 137 157.5 157.5 6/29/2021 Tuesday 134 137.0 158.5 6/30/2021 Wednesday 133 135.5 146.5 7/1/2021 Thursday ? 133.5 135.3
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Question
How do you calculate an exponential smoothing model using alpha = 0.5 and 0.8. What is the prediction for 7/1/2021 for each technique? |
Forecasts | |||||||
Date | Day of Week | Rooms Sold | MA 2 | MA 4 | ES (0.8) | ES (0.5) | |
6/1/2021 | Tuesday | 123 | |||||
6/2/2021 | Wednesday | 109 | |||||
6/3/2021 | Thursday | 140 | 116.0 | ||||
6/4/2021 | Friday | 199 | 124.5 | ||||
6/5/2021 | Saturday | 179 | 169.5 | 142.8 | |||
6/6/2021 | Sunday | 140 | 189.0 | 156.8 | |||
6/7/2021 | Monday | 117 | 159.5 | 164.5 | |||
6/8/2021 | Tuesday | 132 | 128.5 | 158.8 | |||
6/9/2021 | Wednesday | 108 | 124.5 | 142.0 | |||
6/10/2021 | Thursday | 151 | 120.0 | 124.3 | |||
6/11/2021 | Friday | 182 | 129.5 | 127.0 | |||
6/12/2021 | Saturday | 168 | 166.5 | 143.3 | |||
6/13/2021 | Sunday | 161 | 175.0 | 152.3 | |||
6/14/2021 | Monday | 119 | 164.5 | 165.5 | |||
6/15/2021 | Tuesday | 133 | 140.0 | 157.5 | |||
6/16/2021 | Wednesday | 139 | 126.0 | 145.3 | |||
6/17/2021 | Thursday | 146 | 136.0 | 138.0 | |||
6/18/2021 | Friday | 168 | 142.5 | 134.3 | |||
6/19/2021 | Saturday | 188 | 157.0 | 146.5 | |||
6/20/2021 | Sunday | 147 | 178.0 | 160.3 | |||
6/21/2021 | Monday | 110 | 167.5 | 162.3 | |||
6/22/2021 | Tuesday | 136 | 128.5 | 153.3 | |||
6/23/2021 | Wednesday | 134 | 123.0 | 145.3 | |||
6/24/2021 | Thursday | 133 | 135.0 | 131.8 | |||
6/25/2021 | Friday | 182 | 133.5 | 128.3 | |||
6/26/2021 | Saturday | 178 | 157.5 | 146.3 | |||
6/27/2021 | Sunday | 137 | 180.0 | 156.8 | |||
6/28/2021 | Monday | 137 | 157.5 | 157.5 | |||
6/29/2021 | Tuesday | 134 | 137.0 | 158.5 | |||
6/30/2021 | Wednesday | 133 | 135.5 | 146.5 | |||
7/1/2021 | Thursday | ? | 133.5 | 135.3 |
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