Question
Compute Using: Data in the table to the left, Microsoft Excel functions, or Data Analysis Toolpak, Regression You are consulting for a business director at
Compute Using: Data in the table to the left, Microsoft Excel functions, or Data Analysis Toolpak, Regression
You are consulting for a business director at a television station, and she is concerned about a problem
related to labor and standby hours. Standby hours are hours in which unionized graphic artists at the
station are paid but are not actually involved in any activity- they are on standby in case they are needed. She thinks there is a relationship between the hours of Standby Staff, On-Site Labor, and Remote Labor. There are two types of labor categories: On-Site (hours worked on-site at the station) and Remote (hours worked at home). The business director is trying to predict how many Standby Sfaff hours she needs based on On-Site hours and Remote hours. After conducting your analysis, provide a recommendation. The data are provided for you in Standby.xls.
1. Determine the regression coefficient, b0, b1, and b2(be sure to indicate the units for b0, b1, and b2!!). State the multiple regression equation.
2. Interpret the meaning of b1, and b2.
3. Explain why the regression coefficient b0 has no practical meaning in the context of this problem.
4. Predict the standby hours for a week in which there are 310 on-site hours and 400 remote hours.
5. What future research would you recommend to better understand this business problem? Explain.
Standby Data | ||
Standby Staff (hrs) | On-Site Labor (hrs) | Remote Labor (hrs) |
245 | 338 | 414 |
177 | 333 | 598 |
271 | 358 | 656 |
211 | 372 | 631 |
196 | 339 | 528 |
135 | 289 | 409 |
195 | 334 | 382 |
118 | 293 | 399 |
116 | 325 | 343 |
147 | 311 | 338 |
154 | 304 | 353 |
146 | 312 | 289 |
115 | 283 | 388 |
161 | 307 | 402 |
274 | 322 | 151 |
245 | 335 | 228 |
201 | 350 | 271 |
183 | 339 | 440 |
237 | 327 | 475 |
175 | 328 | 347 |
152 | 319 | 449 |
188 | 325 | 336 |
188 | 322 | 267 |
197 | 317 | 235 |
261 | 315 | 164 |
232 | 331 | 270 |
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