Demographic Variables and TV Narrative

question 11

Essay

Demographic Variables and TV Narrative
A statistician wanted to determine if the demographic variables of age, education, and income influence the number of hours of television watched per week. A random sample of 25 adults was selected to estimate the multiple regression model: , where y is the number of hours of television watched last week, is the age (in years), is the number of years of education, and is income (in $1000s). The computer output is shown below.
The regression equation is S = 4.51 R-Sq = 34.8%
Analysis of Variance
-Refer to Demographic Variables and TV Narrative. Test the overall validity of the model at the 5% significance level.

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Definitions:

Price Elasticity

A metric determining how the quantity of a good demanded fluctuates with a shift in that good's price.

Quantity Demanded

The total amount of goods or services that consumers are willing to buy at a given price over a certain period.

Inelastic

Describes a situation where the demand or supply for a good or service is relatively unaffected by changes in price.

Midpoint Method

A technique used to calculate the elasticity of demand or supply, offering a more accurate measure by averaging the beginning and end prices and quantities.