copheism

copheism simulates continuous, dichotomous, and survival phenotypes from genotype datasets to enable testing and validation of genome-wide association study (GWAS) methods.

Key Features:

• Phenotype simulation: Generates continuous, dichotomous, and survival phenotypes from existing genotype data.
• Integration with genetic simulators: Adds phenotype information to genotype data previously generated by other genetic simulators.
• GWAS-compatible outputs: Produces phenotype outputs that can be directly used as inputs for genome-wide association study tools.

Scientific Applications:

• Data substitution for missing empirical sets: Provides phenotypic data when empirical phenotype–genotype datasets are unavailable.
• Method development and validation: Enables testing and validation of statistical models and algorithms used in GWAS under controlled conditions.
• Hypothesis testing and exploration: Supports exploration of genetic associations and controlled hypothesis testing by simulating specific phenotype scenarios.

Methodology:

Integrates simulated genotype data with algorithmically generated phenotype information, supporting continuous, dichotomous, and survival phenotypes.