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The Summary Statistics for a Certain Set of Points Are (xxˉ)2\sum { ( x - \bar { x } ) ^ { 2 } }

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The summary statistics for a certain set of points are: n=10, se=3.199, (xxˉ)2\sum { ( x - \bar { x } ) ^ { 2 } } =11.257, and β1\beta _ { 1 } =1.704 . Assume the conditions of the linear model hold. A 99% confidence interval for β1\beta _ { 1 } will be constructed.
i). How many degrees of freedom are there for the critical value?
ii). What is the critical value?
iii). What is the margin of error?
iv). Construct the 99% confidence interval.


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Earnings

Earnings refer to the amount of money that an individual or business makes before any deductions are taken.

Restaurants' Demand

The total desire or willingness to purchase meals and services offered by restaurants at various price points.

Profit-maximizing

The process or strategy of adjusting production and prices to achieve the highest possible profit.

Marginal Productivity

The additional output produced as a result of adding one more unit of a specific input, keeping all other inputs constant.

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