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The Residuals Are Observations of the Error Variable ε\varepsilon Consequently, the Minimised Square of Deviations Is Called the Consequently

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The residuals are observations of the error variable ε\varepsilon . Consequently, the minimised square of deviations is called the sum of squares for error, denoted SSE.


Definitions:

Gross or Net Basis

A method used in accounting to determine whether all revenues and costs or only the net difference is recorded.

SEC

The U.S. Securities and Exchange Commission, which is responsible for enforcing federal securities laws and regulating the securities industry, stock and options exchanges.

Revenue Recognition Irregularities

Deviations or non-compliance from standard accounting practices in acknowledging revenue, which can lead to misstated financial reports.

Negative Earnings

A financial situation where a company's expenses exceed its revenues, leading to a net loss in its income statement.

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