A credibility test for survey data in regression, SurVerify, uses a dimension-free number of validation samples by testing the survey model's population loss instead of the full distribution.
Lower bounds for testing graphical models: Colorings and antiferromagnetic ising models
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Dimension Agnostic Testing of Survey Data Credibility through the Lens of Regression
A credibility test for survey data in regression, SurVerify, uses a dimension-free number of validation samples by testing the survey model's population loss instead of the full distribution.