Package index
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BinaryOutcome
- Binary Outcome Dataset for HIMA Demo
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ContinuousOutcome
- Continuous Outcome Dataset for HIMA Demo
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HIMA-package
- High-Dimensional Mediation Analysis for 'Omic' Data
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hima()
- High-dimensional Mediation Analysis
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hima_classic()
- Classic high-dimensional mediation analysis
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hima_dblasso()
- High-dimensional mediation analysis with de-biased lasso penalty
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hima_efficient()
- Efficient high-dimensional mediation analysis
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hima_microbiome()
- High-dimensional mediation analysis for compositional microbiome data
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hima_quantile()
- High-dimensional quantile mediation analysis
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hima_survival()
- High-dimensional mediation analysis for survival data
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MicrobiomeData
- Compositional Mediator Dataset for HIMA Demo
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QuantileData
- Quantile Mediation Dataset for HIMA Demo
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SurvivalData
- Survival Outcome Dataset for HIMA Demo