uSORT: A self-refining ordering pipeline for gene selection


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Documentation for package ‘uSORT’ version 1.33.0

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uSORT-package uSORT: A self-refining ordering pipeline for gene selection
autoSPIN A wrapper function for autoSPIN sorting method
clusterGenes1 A modified monocle's function
compareModels1 A modified monocle's function
differentialGeneTest1 differential gene test
diff_test_helper1 A modified monocle's helper function
distance.function A distance function A distance function computes cell-to-cell distance matrix.
driving_force_gene_selection A feature/ gene selection function
elbow_detection A elbow detection function
EXP_to_CellDataSet A function for constructing a Monocle's CellDataSet object from an expression matrix
fluidigmSC_analyzeGeneDetection A gene detection function
fluidigmSC_identifyExpOutliers An outlier detection function
fluidigmSC_isElementIgnoreCase A gene finding function
fluidigmSC_readLinearExp An expression reading function
fluidigmSC_removeGenesByLinearExpForAllType A gene trimming function
fluidigmSC_removeGenesByLinearExpForAllType_log2 A gene trimming function
monocle_wrapper A wrapper function for Monocle sorting method
neighborhood_sorting A sorting function using the Neighborhood algorithm
neighborhood_sortingcost A cost computation function for Neighborhood algorithm
neighborhood_sorting_wrapper A wrapper function for Neighborhood sorting.
pca_gene_selection Gene selection using PCA technique
Rwanderlust R inplementation of wanderlust
scattering_quantification_per_gene An expression scattering measurement function
sorting_method_parameter_GUI GUI for sorting method paramters
SPIN A wrapper function for SPIN sorting method
STS_sorting A sorting function using the Side-to-Side (STS) algorithm
STS_sortingcost A cost computation function for Side-to-Side (STS) algorithm
STS_sorting_wrapper A wrapper function for Side-to-Side (STS) sorting.
summed_local_variance A summed local variance function
summed_local_variance_cyclical A summed local variance function for cyclical linear data type
summed_local_variance_linear A summed local variance function for strictly linear data type
sWanderlust sWanderlust
trajectory_landmarks determining initial trajectory and landmarks
uSORT uSORT: A self-refining ordering pipeline for gene selection
uSORT_GUI The user friendly GUI for 'uSORT-package'
uSORT_parameters_GUI The GUI for inputting paramters for uSORT
uSORT_preProcess A data loading and pre-processing function
uSORT_sorting_wrapper wrapper of all avaliable sorting methods in uSORT
uSORT_write_results Resluts parsing for uSORT
variability_per_gene A utility function for scattering_quantification_per_gene
wanderlust_wrapper a wrapper of wanderlust for sWanderlust