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If Your Data Has a Non-Linear Relationship,one Transformation That May

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If your data has a non-linear relationship,one transformation that may be useful is the logarithmic transformation.


Definitions:

Equity Method

An accounting approach where an investor's share of investee profits or losses is reported in the investor's financial statements.

Acquisition Differential

The difference between the cost of acquiring an entity and the sum of the fair value of identifiable net assets acquired.

Impairment Losses

Financial losses recorded when the carrying amount of an asset exceeds its recoverable amount, indicating that the asset is worth less than its book value.

Amortize

The process of gradually writing off the initial cost of an asset over a period, typically the asset's useful life.

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