Purdue University Graduate School
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Causal Network ANOVA and Tree Model Explainability

thesis
posted on 2024-06-24, 13:00 authored by Zhongli JiangZhongli Jiang

In this dissertation, we present research results on two independent projects, one on analysis of variance of multiple causal networks and the other on feature-specific coefficients of determination in tree ensembles.

Funding

NCI grant R25CA233429

History

Degree Type

  • Doctor of Philosophy

Department

  • Statistics

Campus location

  • West Lafayette

Advisor/Supervisor/Committee Chair

Dabao Zhang

Advisor/Supervisor/Committee co-chair

Chuanhai Liu

Additional Committee Member 2

Min Zhang

Additional Committee Member 3

Peristera Paschou

Additional Committee Member 4

Bruce Craig

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