TY - BOOK AU - Philipp,Michel TI - Contributions to Machine Learning and Psychometrics: Computational, Graphical, and Statistical Methods for Assessing Stability SN - 3736984472 AV - Q325 .C668 2017 PY - 2017/// CY - Göttingen PB - Cuvillier Verlag KW - Machine learning KW - Electronic Books N1 - 1; 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; 2; b UR - httpss://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2129973&site=eds-live&custid=s3260518 ER -