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An Experiment Was Performed on a Certain Metal to Determine

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An experiment was performed on a certain metal to determine if the strength is a function of heating time. Results based on 10 metal sheets are given below. Use the simple linear regression model.
∑X = 30
∑X2 = 104
∑Y = 40
∑Y2 = 178
∑XY = 134
Find the t statistic and test H0: b1 ≤ 0 vs, Ha: b1 > 0 at α = .05.


Definitions:

Profit Margin

A measure of profitability calculated as net income divided by revenue.

Equity Financing

The method of raising capital through the sale of shares in a company, giving investors ownership interests.

Current Liabilities

Obligations or debts a company expects to settle within one fiscal year or its operating cycle, whichever is longer.

Profit Margin

A financial ratio evaluating a company's profitability, calculated by dividing net income by sales revenue.

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