Which of the Following Represents a Regression Model?
A)= F(X₁ $\varepsilon$

question 28

Multiple Choice

Which of the following represents a regression model?

• A)= f(X₁, X₂, ..., X_k)
• B)= f(X₁, X₂, ..., X_k) + \(\varepsilon\)
• C)Y = f(X₁, X₂, ..., X_k)
• D)Y = f(X₁, X₂, ..., X_k) + \(\varepsilon\)

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Definitions:

Hindsight Bias

The tendency to believe, after an outcome is known, that it was predictable, despite there being little or no objective basis for predicting it.

Reconstruction Bias

a type of cognitive bias that involves memory errors in which individuals may add or omit details in their recollection of events.

Overconfidence Bias

The tendency to hold a subjective belief unreasonably confidently, making someone believe their ability, or the accuracy of their information, is higher than it actually is.

Confirmation Bias

The bias towards finding, interpreting, selecting, and recollecting evidence in ways that validate one's prior beliefs or notions.