Function reference
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BEMA()
- BEMA for the standard spiked covariance model
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NeuroGenesis4
- NeuroGenesis4
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NeuroGenesis4.afterWrap
- NeuroGenesis4.afterWrap
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NeuroGenesis4
- NeuroGenesis4.info
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Procrustes()
- Procrustes Projection
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SJDScorePlotter()
- Plot SJD score
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assemble.byComponent()
- Assemble Files Based on Component
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assemble.byDataset()
- Assemble files based on Dataset
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balanceData()
- Balance Data
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compNameAssign()
- Components Name Assignment for concatenate, joint and twoStageLCA analysis
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compNameAssignSep()
- Components Name Assignment for Seperate Analysis
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concatICA()
- Concatenated decomposition with Independent Component Analysis
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concatNMF()
- Concatenated decomposition with Nonnegative Matrix Factorization
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concatPCA()
- Concatenated Decomposition with Principal Component Analysis
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configuration_setting_generation()
- Configuration for simulated data generation
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datasetNameExtractor()
- Dataset Name Extractor
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filterNAValue()
- Filter NA Value
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frameToMatrix()
- Transform data.frame to matrix
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geneNameAssign()
- Gene name assignment
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geneNameExtractor()
- Gene Name Extractor
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geneScreen()
- Gene Screen
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getMatch()
- Species matching function
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groupNameExtractor()
- Group Name Extractor
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jointICA()
- Joint decomposition with Independent Component Analysis
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jointNMF()
- Joint Decomposition with Nonnegative Matrix Factorization
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jointPCA()
- Joint Decomposition with Principal Component Analysis
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linkedPCA()
- Linked Component Analysis
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marchenko_pastur_quantile()
- Quantile for Marchenko Pastur Distribution
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mtx
- mtx sequence data
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normalizeData()
- Data Normalization
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pveMultiple()
- Percentage of Variance Explained for Multiple Data sets
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pveSep()
- Percentage of Variance Explained for separate data set
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rebalanceData()
- Rebalance Data
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rotate_component()
- Simulated Component Rotation
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sampleNameAssign()
- Sample Name Assignment for Concatenate, Joint and TwoStageLCA Analysis
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sampleNameAssignSep()
- Sample Name Assignment for Seperate Analysis
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sampleNameExtractor()
- Sample name extractor
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scoreNameAssign()
- Score Name Assignment for Concatenate, Joint and TwoStageLCA Analysis
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scoreNameAssignSep()
- Score Name Assign for Seperate Analysis
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score_generation()
- Random Score Generation
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sepICA()
- Single Data Set Decomposition with Independent Component Analysis
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sepNMF()
- Single Data Set Decomposition with Nonnegative Matrix Factorization
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sepPCA()
- Single Data Set Decomposition with Principal Component Analysis
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simulated_data_generation()
- Simulated Data Generation
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sjdWrap()
- SJD Wrap
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sjdWrapProjection()
- SJD Wrap for projection
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twoStageLCA()
- Two-staged Linked Component Analysis
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twoStageLCA.rank()
- Two-staged LCA and automatic rank selection
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twoStageiLCA()
- Two-staged Independent Linked Component Analysis
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twoStageiLCA.rank()
- Two-staged Independent LCA and automatic rank selection
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weightData()
- Weighting Data Set