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Joint modeling of hematology traits yields epistatic signal in stock of mice5 months ago
Preprocessing of the heterogenous stock of mice dataset | Analyze hematology traits in mice | Apply mvMAPIT | Analysis Data Availability | All Traits Overview | Two trait pairs HCT & HGB as well as MCV & MCH | Notable SNPs with marginal epistatic effects after applying the mvMAPIT framework to 15 hematology traits | References
Illustrating multivariate MAPIT with Simulated Data5 months ago
Please Cite Us | Getting Started | Running mvMAPIT | True Epistatic SNPs | Running an Informed Exhaustive Search | Visualize Exhaustive Search Results | True epistataic structure
How To Use the Sparse Marginal Epistasis Test1 years ago
Run SME with PLINK data | Data Requirements and File Formats | Specifying SNPs for Analysis | Understanding the Results | Visualizing Genomic Associations | Understanding Variance Components and Effect Sizes | Narrow Sense Heritability Estimates | SessionInfo
Conditioning Epistasis Search on Open Chromatin2 years ago
DNAse I hypersensitive sites of erythroid differentiation reveal statistical epistasis in human hematology traits | Mask File Preparation | References | SessionInfo
How To Optimize the Memory Requirements of SME2 years ago
Genotype Data Size and Number of Blocks | Number of Random Vectors | Number of SNPs Sharing Random Vectors | Genotype Masking for the Gene-by-Gene Interaction Covariance | Explore the Memory Requirements | A Note on the Runtime of SME | SessionInfo
How To Cite Our Work2 years ago
The Sparse Marginal Epistasis Test (SME) | The multivariate Marginal Epistasis Test (mvMAPIT) | The Marginal Epistasis Test (MAPIT)
How To Create a Mask File2 years ago
Mask File Format | Mask Format Requirements | Creating and Using Mask Files | SessionInfo
How To Simulate Traits2 years ago
SessionInfo
Liability threshold MAPIT2 years ago
Simulate random genotypes | Simulate liabilities | Run MAPIT with Case-Control trait | References
Empirical comparison of P-value combination methods in mvMAPIT3 years ago
Generate data | Combine $P$-Values with all methods | Plot the result | References
Dockerized mvMAPIT4 years ago
Docker Setup | Build an Image with mvMAPIT | Run the mvMAPIT Image
Synergistic epistasis in binding affinity landscapes4 years ago
The Data | Multivariate MAPIT Analysis | Load the data | Apply mvMAPIT | Plot the mvMAPIT results | Plot the regression analysis results | CR6261 | CR9114 | References
Simulate Traits4 years ago
Simulate Genotypes | Details on Simulating Pairwise Epistasis