Nicole Marie White

GLMMcosinor: Flexible Cosinor Modeling to Characterize Rhythmic Time Series Using a Generalized Linear Mixed Modeling Framework

GLMMcosinor extends cosinor analysis to non-Gaussian and hierarchical data using GLMM, enabling more flexible rhythmic time series modeling.

Cell-type specific analysis of heterogeneous methylation signal using a Bayesian model-based approach

The paper develops a Bayesian model to identify cell-type specific methylation variation in heterogeneous samples and finds it detects more differentially methylated loci in specific cell types.

Accounting For Cell Lineage And Sex Effects In The Identification Of Cell-Specific DNA Methylation Using A Bayesian Model Selection Algorithm

The paper develops a Bayesian model selection algorithm to identify cell-specific DNA methylation patterns, accounting for cell lineage and sex effects, and shows that many CpG markers are differentially methylated across multiple cell types.