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20
Linear Regression
9. The table below shows the average price of a movie ticket during certain years.
year 2002 2003 2004 2005 2006 2007
2008
price 5.80 6.03 6.21 6.41
6.55 6.88 7.18
2009
7.35
a) Find the regression equation.
b) During what approximate year will the price of a
movie ticket reach $157

2 Answers

7 votes

Final answer:

To find the regression equation, use the method of least squares. For part b, plug the desired price into the equation and solve for the year.

Step-by-step explanation:

To find the regression equation for the given table, we need to use the method of least squares. The regression equation is in the form of y = mx + b, where y is the dependent variable (in this case, the average price of a movie ticket), x is the independent variable (in this case, the year), m is the slope of the line, and b is the y-intercept.

To find the slope, we use the formula:

m = (nΣxy - ΣxΣy) / (nΣx^2 - (Σx)^2),

where n is the number of data points, Σ represents the sum, x and y are the values from the table. To find the y-intercept, b, we can use the formula:

b = (Σy - mΣx) / n.

By substituting the values from the table into the formulas, we can find the regression equation. For part b, we can plug the desired price of $157 into the regression equation and solve for the year.

User Adil Saju
by
6.0k points
5 votes

can you provide a screenshot?

User Rami Yusf
by
4.7k points