Below Is a Partial Multiple Regression Computer Output -Write the Least Squares Prediction Equation

question 82

Essay

Below is a partial multiple regression computer output.
$$\begin{array} { l l l } \text { Source } & \text { SS } & \text { df } \\\text { Model } & 32,774 & 5 \\\text { Error } & 21,886 & 292 \\\text { Total } & 54,660 & 297 \\& & \\& \text { Coefficient } & \left( s _ { b } \right) \\\text { Variable } & \text { Estimate } & \text { Standard Error } \\\text { Intercept } & 22.02 & \\\mathrm { X } _ { 1 } & - .18 & .04 \\\mathrm { X } _ { 2 } & - .25 & .12 \\\mathrm { X } _ { 3 } & - 4.69 & 1.70 \\\mathrm { X } _ { 4 } & 3.67 & 0.40 \\\mathrm { X } _ { 5 } & 22.32 & 3.60\end{array}$$
-Write the least squares prediction equation.

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Definitions:

Industrial Revolution

A period of major industrialization from the late 18th to early 19th century that transformed predominantly agrarian, manual labor-based societies into industrialized, machine-driven ones.

Thomas Robert Malthus

An English economist and demographer, known for his theory that population growth will outpace agricultural production, leading to widespread poverty.

Birth Rate

The number of live births per 1,000 people in a population over a given period, commonly calculated on an annual basis.

Industrial Countries

Nations characterized by a significant level of manufacturing activity, advanced technological infrastructure, and a high standard of living.