Browsing by Author "Nezamoddini-Kachouie, Nezamoddin"
Now showing items 1-5 of 5
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Ensemble Correlation Coefficient for Variable Association Detection
Deebani, Wejdan (2019-05)Subjects in a population are represented by their characteristics, and the characteristics are represented by variables. Identifying the relationship between these variables is essential for prediction, hypothesis testing, ... -
Parametric and Non-Parametric Regression Models with Applications to Climate Change
Onyejekwe, Osita Eluemuno (2017-12)In this dissertation we have studied the climate factors that contribute to climate change using univariate and multivariate parametric methods as well as nonparametric models. In this study, we have three major ... -
Parametric Methods for Analysis of Survival Times with Applications to Organ Transplantation
Hamad, Farag (2019-05)In this dissertation, we have two main objectives. First, we introduce a hybrid method to model hazard function. Different approaches have been used for modeling survival times including parametric, semi-parametric, and ... -
Probabilistic Model-Based Cell Tracking
Nezamoddini-Kachouie, Nezamoddin; Fieguth, Paul; Ramunas, John; Jervis, Eric (2006)The study of cell behavior is of crucial importance in drug and disease research. The fields of bioinformatics and biotechnology rely on the collection, processing, and analysis of huge numbers of biocellular images, ... -
Weighted Aggregation Methods for Linear and Nonlinear Cluster Analysis with Applications to Cancer Research
Shutaywi, Meshal (2019-05)Due to advancements in data acquisition, large amount of data are collected on a daily basis. Analysis of the collected data is an important task to discover the patterns, extract the features, and make informed decisions. ...