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Showing 1 to 4 of 4 for “"Multilevel models (Statistics)"”.

  1. Contributions to Modeling and Analysis of Method Comparison Data

    Method comparison studies compare a new method of measuring a continuous variable with an established method that serves as a reference. Both methods have the same unit of measurement and none of them is considered error free. The major goals in these studies are to quantify the degree of …

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  2. Contributions to Functional Data Analysis

    … is currently an active area of research in statistics. This dissertation makes two contributions to functional data analysis. The first contribution is development of a methodology for modeling and analysis of functional data arising in method comparison studies. The observed data in this …

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  3. On the Use of Independent Component Analysis & Functional Network Connectivity Analysis: Evaluation on Two Distinct Large-Scale Psychopathology Studies

    Medical image analysis techniques are becoming ever useful in allowing us to better understand the complexities and constructs of the brain and its functions. These analysis methods have proven to be integral in revealing trends in brain activity within individuals with mental disorders that are …

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