1. NONPARAMETRIC IMPUTATION AND (MID-) RANK TESTS FOR MIXED EFFECTS MODELS WITH MISSING DATA Open Access Author: Antoniou, Efi Savvas Title: NONPARAMETRIC IMPUTATION AND (MID-) RANK TESTS FOR MIXED EFFECTS MODELS WITH MISSING DATA Graduate Program: Statistics Keywords: Kernel estimationNonparametric testsMarginal nonparametric modelNonparametric imputationMissingness conditionally at randomAnalysis of covarianceNearest neighbor windows File: Download thesis.pdf Committee Members: Michael G Akritas, Committee Chair/Co-ChairThomas P Hettmansperger, Committee MemberRunze Li, Committee MemberLinda Marie Collins, Committee Member
2. Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data Open Access Author: Hui, Guodong Title: Matrix Distances With their Application to Finding Directional Deviations from normality in High-Dimensional Data Graduate Program: Statistics Keywords: non-normal directionquadratic distanceeigenanalysisFisher informationprojection pursuitmixture model File: Download phd_thesis_guodong_hui.pdf Committee Members: Bruce G Lindsay, Committee Chair/Co-ChairThomas P Hettmansperger, Committee MemberRunze Li, Committee MemberJesse Louis Barlow, Committee Member
3. NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS Open Access Author: Huang, Mian Title: NONPARAMETRIC TECHNIQUES IN FINITE MIXTURE OF REGRESSION MODELS Graduate Program: Statistics Keywords: mixture of regression modelsnonparametric regressionEM algorithmmixture of Gaussian processes File: Download Dissertation_MianHuang.pdf Committee Members: Runze Li, Dissertation Advisor/Co-AdvisorRunze Li, Committee Chair/Co-ChairThomas P Hettmansperger, Committee MemberDavid Russell Hunter, Committee MemberBruce G Lindsay, Committee MemberHoben Thomas, Committee Member
