PhenStat

PhenStat provides statistical analyses to identify phenotypic associations and support reproducible high-throughput and longitudinal phenotyping in mouse and rat studies.

Key Features:

• High Throughput Compatibility: Integrates with high-throughput phenotyping pipelines and accommodates complex, large-volume datasets.
• Temporal Variation Management: Implements methods to manage temporal variation important for time-sensitive and longitudinal experiments.
• Statistical Methods for Diverse Experimental Designs: Offers a suite of statistical methods tailored to identify phenotypic associations across diverse experimental designs.
• Guidance on Method Selection: Provides features to guide selection of appropriate statistical methods based on dataset characteristics.
• Customizability: Allows additions and modifications to adapt analyses to evolving research needs.

Scientific Applications:

• Mammalian phenotyping (mouse and rat): Applied to mouse and rat studies to detect and characterize phenotypic associations in mammalian research.
• International Mouse Phenotyping Consortium (IMPC) use: Employed by the IMPC in large-scale phenotyping projects.

Methodology:

Uses a variety of statistical methods adaptable to different experimental designs and includes procedures to manage temporal variation in longitudinal datasets.