Cost-Benefit Considerations in Choosing among Cross-Validation Methods.

Murphy, Kevin R.

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Peer reviewed

ERIC Number: EJ302366

Record Type: Journal

Publication Date: 1984

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Cost-Benefit Considerations in Choosing among Cross-Validation Methods.

Murphy, Kevin R.

Personnel Psychology, v37 n1 p15-22 Spr 1984

Outlines costs and benefits associated with different cross-validation strategies; in particular the way in which the study design affects the cost and benefits of different types of cross-validation. Suggests that the choice between empirical estimation methods and formula estimates involves a trade-off between accuracy and simplicity. (JAC)

Descriptors: Cost Effectiveness, Estimation (Mathematics), Monte Carlo Methods, Research Design

Publication Type: Reports - General; Journal Articles

Education Level: N/A

Audience: N/A

Language: English

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