All functions |
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Analyze surrogate variables against Sentrix chip and position factors |
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Annotate longitudinal mixed-effects summary tables with array annotation metadata |
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Annotate one-timepoint GLM summary tables with array annotation metadata |
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Assess sample quality before sample filtering |
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Build Clock Foundation input tables from preprocessingPheno data |
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Build raw minfi preprocessing objects |
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Collect significant CpG coefficient tables from fitted one-timepoint GLMs |
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Collect significant longitudinal model terms from fitted mixed-effects models |
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Combine selected timepoints for downstream longitudinal modeling |
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dnaEPICO: DNA methylation preprocessing and modeling workflows |
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Result class returned by dnamReport |
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Result class returned by prepareDnamReportInputs |
Result class returned by renderDnamReport |
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Result class returned by methylationGLMM_T1T2 |
Result class returned by methylationGLM_T1 |
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Result class returned by preprocessingMinfiEwasWater |
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Result class returned by preprocessingPheno |
Result class returned by svaEnmix |
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Generate a DNA methylation dashboard report |
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Estimate saliva cell proportions from DNA methylation beta values |
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Estimate cell composition for preprocessingMinfiEwasWater |
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Estimate surrogate variables from ENmix control probes |
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Copy dnaEPICO Makefile to a user directory |
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Extract beta, M, and copy-number matrices from a filtered object |
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Filter probes from a normalized methylation object |
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Filter failed samples from an RGSet and phenotype table |
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Fit CpG-wise mixed-effects models for longitudinal methylation analyses |
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Fit CpG-wise Gaussian GLMs for one-timepoint methylation analyses |
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Load methylation metric matrices for preprocessingPheno |
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Merge surrogate variables into the phenotype table |
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Fit CpG-wise linear mixed-effects models for longitudinal methylation analyses |
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Fit CpG-wise GLMs for one-timepoint methylation analyses |
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Normalize filtered samples with minfi and wateRmelon methods |
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Plot quality-assessment outputs for preprocessingMinfiEwasWater |
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Plot ENmix control images from an RGSet |
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Plot longitudinal mixed-effects model diagnostics |
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Plot diagnostic summaries for one-timepoint methylation GLMs |
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Plot phenotype and covariate distributions for one-timepoint GLM analyses |
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Plot multidimensional scaling or density summaries from final metrics |
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Plot raw and normalized methylation distributions |
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Plot raw beta-value density from a raw preprocessing object |
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Plot predicted or clinical sex from |
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Plot surrogate variables for svaEnmix |
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Predict biological sex from a filtered raw-data object |
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Prepare inputs for a DNA methylation report |
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Prepare longitudinal phenotype-plus-beta data for mixed-effects analyses |
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Prepare phenotype-plus-beta data for one-timepoint GLM analyses |
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Convenience preprocessing pipeline for Illumina methylation arrays |
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Prepare phenotype and methylation matrices for downstream modeling |
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Print a DNA methylation report result |
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Read phenotype targets for shared dnaEPICO workflows |
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Read IDAT files into an annotated RGChannelSet |
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Render a prepared DNA methylation report |
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Split phenotype and methylation data by timepoint |
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Summarize CpG-wise mixed-effects model fits for longitudinal analyses |
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Summarize CpG-wise Gaussian GLM fits for one-timepoint analyses |
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Summarize phenotype values by timepoint for longitudinal methylation analyses |
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Estimate surrogate variables from ENmix control probes |
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Write optional disk outputs for longitudinal mixed-effects analyses |
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Write optional disk outputs for one-timepoint GLM analyses |
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Write the merged phenotype plus cell-composition table |
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Write legacy preprocessingPheno outputs to disk |
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Write svaEnmix outputs to disk |
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