SCENARIO 14-20-A
You Are the CEO of a Dairy Company $\left( X _ { 1 } \right)$

question 14

Short Answer

SCENARIO 14-20-A
You are the CEO of a dairy company. You are planning to expand milk production by purchasing
additional cows, lands and hiring more workers. From the existing 50 farms owned by the company,
you have collected data on total milk production (in liters), the number of milking cows, land size (in
acres) and the number of laborers. The data are shown below and also available in the Excel file
Scenario14-20-DataA.XLSX.
S
You believe that the number of milking cows $\left( X _ { 1 } \right)$ , land size $\left( X _ { 2 } \right)$ and the number of laborers $\left( X _ { 3 } \right)$ are the best predictors for total milk production on any given farm.
-Referring to Scenario 14-20-A, which of the following is the correct alternative hypothesis to test whether the number of milking cows has any effect on the total milk production while
Holding constant the effect of the other independent variables? a) $H _ { 1 } : \beta _ { 1 } \neq 0$
b) $H _ { 1 } : \beta _ { 2 } \neq 0$
c) $H _ { 1 } : \beta _ { 3 } \neq 0$
d) $H _ { 1 } : \beta _ { 1 } \neq \beta _ { 2 } \neq \beta _ { 3 } \neq 0$