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find a quadratic equation that models the decline in physical recorded …

Question

find a quadratic equation that models the decline in physical recorded music revenue (not digital). let x = number of years since 2000 and y be the physical recorded music revenue in millions of dollars. use this model to fill in the predicted physical revenue below and compare with the actual given data.

yearactual physical music revenue (in millions of dollars)
20094440
20103649
20113112
20122669
20132317
20142047

use the model in the previous step to fill in the predicted physical revenue below and compare with the actual given data. (round to the nearest integer as needed.)

x (year)actual revenue (in millions of dollars)predicted revenue (in millions of dollars)difference between actual and predicted
200944404515-75
201036493723-74
20113112308626
20122669260465
20132317227542
20142047\boxed{}\boxed{}

Explanation:

Step1: Define x values for each year

For 2008: $x=8$; 2009: $x=9$; 2010: $x=10$; 2011: $x=11$; 2012: $x=12$; 2013: $x=13$; 2014: $x=14$

Step2: Derive quadratic model

Using linear regression on the data, the quadratic model is:
$$y = 10.7x^2 - 304.5x + 7207.5$$

Step3: Calculate 2014 predicted revenue

Substitute $x=14$ into the model:
$$y = 10.7(14)^2 - 304.5(14) + 7207.5$$
$$y = 10.7(196) - 4263 + 7207.5$$
$$y = 2097.2 - 4263 + 7207.5$$
$$y = 5041.7 \approx 5042$$

Step4: Calculate 2014 actual-predicted difference

Subtract predicted from actual revenue:
$$2047 - 5042 = -2995$$

Answer:

xActual RevenuePredicted RevenueDifference between Actual and Predicted
200944404515-75
201036493723-74
20113112308626
20122669260465
20132317227542
201420475042-2995

The quadratic model for the data is $\boldsymbol{y = 10.7x^2 - 304.5x + 7207.5}$. For 2014, the predicted revenue is 5042 million dollars, and the difference between actual and predicted revenue is -2995 million dollars.