Question: 4.7 Th e following data describe the manpower needs for operating a US Navy bachelor offi cers quarters, consisting of 25 establishments. Th e variables

4.7 Th e following data describe the manpower needs for operating a US Navy bachelor offi cers’ quarters, consisting of 25 establishments. Th e variables are described below and the data are given in Table 4.11, 12 which can be found on the companion website: Y: Monthly manhours needed to operate an establishment X1: Average daily occupancy X2: Monthly average number of check-ins X3: Weekly hours of service desk operation X4: Common use area (in square feet) X5: Number of building wings X6: Operational berthing capacity X7: Number of rooms Questions: Are the explanatory variables, or some subset of them, collinear? How is this detected? Show the necessary calculations. Optional: Do a principal component analysis, using the data in the above table.

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