All functions |
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Simulated Fine-mapping Data with Convergence Problem. |
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Simulated Fine-mapping Data with Two Effect Variables |
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Simulated Fine-mapping Data with Three Effect Variables. |
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Simulated Fine-mapping Data with LD matrix From Reference Panel. |
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Extract regression coefficients from susie fit |
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Compute sufficient statistics for input to |
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Compute sufficient statistics for input to |
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Estimate s in |
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Get Correlations Between CSs, using Variable with Maximum PIP From Each CS |
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Compute Distribution of z-scores of Variant j Given Other z-scores, and Detect Possible Allele Switch Issue |
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Predict outcomes or extract coefficients from susie fit. |
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Summarize Susie Fit. |
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Sum of Single Effects (SuSiE) Regression |
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Attempt at Automating SuSiE for Hard Problems |
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Inferences From Fitted SuSiE Model |
Initialize a susie object using regression coefficients |
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Plot changepoint data and susie fit using ggplot2 |
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SuSiE Plots. |
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Sum of Single Effects (SuSiE) Regression using Summary Statistics |
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Apply susie to trend filtering (especially changepoint problems), a type of non-parametric regression. |
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Perform Univariate Linear Regression Separately for Columns of X |