downloadRR53Data | Download the data from PNAS and save it locally as a file |
generateVCMatrix | Generate variance-covariance matrix for gene expression data |
getGeneResids | Compute the residual gene expression values |
meanAbsCor | Compute the mean absolute correlation for a correlation... |
oneSampTest | Perform a one sample t-test on the beta values |
readData | Read in the data from Fredrickson et al. |
readTidyData | Read in and tidy the data from Fredrickson et al. |
rr53 | Run 53 repeated regressions as in Fredrickson et al. |
rr53Resids | Run the RR53 analysis on the gene expression residuals |
runLM | Fit a linear model to expression data for a single gene |
shuffleAndRecomputeMAC | Compute MAC after randomly shuffling columns |
shuffleSubjects | Shuffle subject identifiers |
simulateGeneData | Generate simulated gene expresion data |
simulatePsychometricData | Randomly generate psychometric/demographic data |
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