RolDE

RolDE detects longitudinal differential expression between two conditions in noisy high-throughput data, suitable even for data with a moderate amount of missing values.

Key Features:

• Composite Method: RolDE consists of three independent modules with different approaches to detecting longitudinal differential expression.
• Robust Detection: The combination of diverse modules allows RolDE to robustly detect varying differences in longitudinal trends and expression levels in diverse data types and experimental settings.
• Missing Value Tolerance: RolDE is suitable for data with a moderate amount of missing values.

Scientific Applications:

• Longitudinal Differential Expression Analysis: RolDE detects longitudinal differential expression between two conditions in noisy high-throughput data.

Methodology:

RolDE is a composite method consisting of three independent modules with different approaches to detecting longitudinal differential expression.