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GPA
the Following Table Shows the Grade Point Average (GPA)for

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GPA
The following table shows the grade point average (GPA)for 5 students along with their entrance exam scores for MBA programs (GMAT).Develop a model that would predict the GPA of a student based on their GMAT score.
 Student  CPA  GMAT 13.56.723.15.433.24.844.07.053.65.963.25.273.77.2\begin{array} { | c | c | c } \hline \text { Student } & \text { CPA } & \text { GMAT } \\\hline 1 & 3.5 & 6.7 \\\hline 2 & 3.1 & 5.4 \\\hline 3 & 3.2 & 4.8 \\\hline 4 & 4.0 & 7.0 \\\hline 5 & 3.6 & 5.9 \\\hline 6 & 3.2 & 5.2 \\\hline 7 & 3.7 & 7.2 \\\hline\end{array}
-Construct a 95% prediction interval for an individual y value when x = 6.5.


Definitions:

Future Cash Inflows

The expected receipts of cash in the future from investments, operations, or other sources.

Depreciation

The systematic allocation of the cost of a tangible asset over its useful life, reflecting the asset's consumption, wear and tear, or obsolescence.

Cash Inflow

The total amount of money being transferred into a business, from operations, investments, or financing activities.

Incremental Analysis

A financial decision-making approach focusing on the costs and revenues that change due to a specific decision.

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