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In: Statistics and Probability

The business problem facing the director of broadcasting operations for a television station was the issue...

The business problem facing the director of broadcasting operations for a television station was the issue of standby hours (i.e hours in which employees at the station are paid but are not actually involved in any activity) and what factors were related to standby hours. The study included the following variables:

Standby Hours (Y)- Total number of standby hours in a week.

Weekly staff count (X1)- Weekly total of people-days

Remote engineering hours (X2)- Total number of engineering hours worked by employees at locations away from the central plant.

Data was collected for 26 weeks:

Standby Total Staff Remote
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

a.) determine whether there is a significant relationship between standy hours and the twon independent variables (total staff presnet and remote engineering hours) at the 0.05 level of significance (please show work)

b.) interpret the meaning of the p-value (and please explain why)

c.) compute the coefficent of multiple determination, r2 , and interpret its meaning (show work/explain)

d.) compute the adjusted r2

e) What is the p-value and interpret its results?

Please use in depth Excel

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