Refining the concept of scientific inference when working with big data : proceedings of a workshop / Ben A. Wender, rapporteur ; Committee on Applied and Theoretical Statistics, Board on Mathematical Sciences and their Applications, Division on Engineering and Physical Sciences, the National Academies of Sciences, Engineering, Medicine.
Includes bibliographical references (pages 69-73).
Contents:
Introduction -- Framing the workshop -- Inference about discoveries based on integration of diverse data sets -- Inference about casual discoveries driven by large observational data -- Inference when regularization is used to simplify fitting of high-dimensional models -- Panel discussion -- References -- Appendixes.
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