Statistical Modeling in Biomedical Research

Chapter 1 Modeling Species Specific Gene Expression Across Multiple Regions in the Brain

Chapter 2 Classification of EEG Motion Artifact Signals Using Spatial ICA

Chapter 3 Weighted K-Means Clustering with Observation Weight for Single-Cell Epigenomic Data

Chapter 7 Hierarchical Continuous Time Hidden Markov Model, with Application in Zero-Inflated Accelerometer Data

Chapter 9 Improving Maize Trait through Modifying Combination of Genes

Chapter 19 Inference of Transition Probabilities in Multi-State Models Using Adaptive Inverse Probability Censoring Weighting Technique