Using the quarterly dummy variable approach, forecast sales for January through December of the fourth year. For instance, you would have three dummy variables - quarter 1, quarter 2, and quarter 3 and quarter 4 is a baseline quarter. Quarter 1=1 if sales occurs in January, February, March otherwise. Quarter 1=0 quarter 2=1 if sales occurs in April may or June, otherwise, quarter 2=0. Quarter 3=1 if sales occurs in July, August, or September otherwise Quarter 3=0. Assume th

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Using the quarterly dummy variable approach, forecast sales for January through December of the fourth year. For instance, you would have three dummy variables - quarter 1, quarter 2, and quarter 3 and quarter 4 is a baseline quarter. Quarter 1=1 if sales occurs in January, February, March otherwise. Quarter 1=0 quarter 2=1 if sales occurs in April may or June, otherwise, quarter 2=0. Quarter 3=1 if sales occurs in July, August, or September otherwise Quarter 3=0. Assume that January sales for the fourth year turn out to be $295,000. what was your forecast error? if this error is large, karen may be puzzled about the difference between your forecast and the actual sales value. what can you do to resolve her uncertainty in the forecasting procedure?
The vintage restaurant, on Captiva Island near Fort Myers, Florida, is owned and
operated by Karen Payne. The restaurant just completed its third year of
operation. During that time, Karen sought to establish a reputation for the restaurant as a
high-quality dining establishment that specializes in fresh seafood. Through the efforts of
Karen and her staff, her restaurant has become one of the best and fastest-growing
restaurants on the island. To better plan for future growth of the restaurant, Karen needs
to develop a system that will enable her to forecast food and beverage sales by month
for up to one year in advance. Table 1 shows the value of food and beverage sales
($1000s) for the first three years of operation
Table 1- Food and Beverage Sales for the Vintage Restaurant ($1,000s)
Year 1
242
235
March
232
April
178
May
184
June
140
July
145
August
152
September 110
October
130
November
152
December
206
Month
January
February
Year 2
263
238
247
193
193
149
157
161
122
130
167
230
Year 3
282
255
265
205
210
160
166
174
126
148
173
235
Transcribed Image Text:The vintage restaurant, on Captiva Island near Fort Myers, Florida, is owned and operated by Karen Payne. The restaurant just completed its third year of operation. During that time, Karen sought to establish a reputation for the restaurant as a high-quality dining establishment that specializes in fresh seafood. Through the efforts of Karen and her staff, her restaurant has become one of the best and fastest-growing restaurants on the island. To better plan for future growth of the restaurant, Karen needs to develop a system that will enable her to forecast food and beverage sales by month for up to one year in advance. Table 1 shows the value of food and beverage sales ($1000s) for the first three years of operation Table 1- Food and Beverage Sales for the Vintage Restaurant ($1,000s) Year 1 242 235 March 232 April 178 May 184 June 140 July 145 August 152 September 110 October 130 November 152 December 206 Month January February Year 2 263 238 247 193 193 149 157 161 122 130 167 230 Year 3 282 255 265 205 210 160 166 174 126 148 173 235
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