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Contributions to Machine Learning and Psychometrics : Computational, Graphical, and Statistical Methods for Assessing Stability.

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Philipp, Michel
Format: Electronic eBook
Language:Inglés
Published: Göttingen : Cuvillier Verlag, 2017.
Subjects:
Online Access:Texto completo
Table of Contents:
  • Acknowledgments; Abstract; Zusammenfassung; Contents; Scope of this work; Chapter 1 Atoolkit for stability assessment oftree-based learners; Chapter 2 Measuring the stability of resultsfrom supervised statistical learning; Chapter 3 On the estimation of standarderrors in cognitive diagnosis models; Chapter 4 Detecting DIF in cognitivediagnosis models; Conclusion and outlook; Appendix ASupplementary material: Chapter 2 ; Appendix BSupplementary material: Chapter 3; Appendix CR codes; Appendix D Publications.