All functions |
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Estimates |
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MatrixDesign |
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ParameterConfig |
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ScMaSigPro |
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Significant |
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VariableProfiles |
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Convert 'Cell Dataset' or 'SingleCellExperiment' object to ScMaSigPro object. |
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Set or get the Dense Column Data of an ScMaSigPro Object |
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Replacement method for cDense |
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Set the data for Dense Slot |
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Get the data for Dense Slot. |
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Set or get the Sparse Column Data of an ScMaSigPro Object |
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Replacement method for cSparse |
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Set the data for Sparse Slot |
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Get the data for Sparse Slot. |
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Create ScMaSigPro Object |
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Retrieve Expression Data from Dense Slot |
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Set or Update Expression Data in Dense Slot |
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Set Expression Counts in Dense Slot |
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Retrieve Expression Counts from Dense Slot |
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Retrieve Expression Counts from Sparse Slot |
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Set Expression Counts in Sparse Slot |
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Set Expression Counts in Sparse Slot |
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Get Expression Counts from Sparse Slot |
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Select branching paths from a 'Cell Dataset' object from Monocle3 |
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Simulated Multifurcating Trajectory SingleCellExperiment Object |
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Set or get the Assignment Matrix. |
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Replacement method for pathAssign |
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Replacement method for pathAssign. |
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Get or set the Branch Assignment Matrix |
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Create Pseduo-bulk Counts |
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Plot Bin Sizes Across Binned Time and Paths |
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Plot Model Diagnostics |
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Generate UpSet Plot |
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Plot trend of the single gene. |
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Plot multiple trends of the multiple genes. |
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Set or get the Predictor Matrix. |
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Replacement method for predictors |
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Replacement method for predictors. |
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Get or set the Predictor Matrix |
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Get Features from scMaSigPro Object |
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Cluster the counts or coefficients. |
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Extract significant genes based on R-Square and P-values |
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Perform fitting with full model. |
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Restructure the binned data. |
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Set up polynomial models and create Predictor Matrix |
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Pseudo-bulking with optimal number of Pseudotime based bins |
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Perform stepwise regression fit to select for significant terms. |
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scMaSigPro Object with results |
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Show or Return the Coefficient matrix |
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Show or Return the Branching Path Coefficient matrix |
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Return the matrix of genes with influential observation |
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Show the parameters used during the workflow. |
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Print the full model formula. |
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Show or Return the counts for non-flat profile. |
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Show or Return the P-values after model fitting. |
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Show or Return the t-score matrix |
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Simulated SingleCellExperiment Object |