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Suppose You Include a Time Trend in Your Model of U.S.Personal

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Essay

Suppose you include a time trend in your model of U.S.Personal Consumption Expenditures (billions)on U.S.Personal Income (billions)using quarterly data for the period 1969Q1-2013Q3 and you get  Consumption t=69.616+0.877 Income t4.427 Time Trend t(13.460)(0.007)(0.572)n=179R2=.9995\begin{array} { l } \text { Consumption } _ { t } = &- 69.616 + &0.877 \text { Income } _ { t } -& 4.427 \text { Time Trend } _ { t } \\&( 13.460 )& ( 0.007 )& ( 0.572 ) \\&&n = 179 \\&&R ^ { 2 } = .9995\end{array}
a)Explain how to create the time trend variable.
b)Interpret the time trend variable and comment if it is statistically significant.
c)Explain how to detrend both the dependent and independent variable.


Definitions:

Big Data

Extremely large data sets that may be analyzed computationally to reveal patterns, trends, and associations, especially relating to human behavior and interactions.

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Finding meaningful patterns in large datasets.

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A significant choice that has substantial consequences on an individual's life or an organization's direction.

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