| Package | Description |
|---|---|
| umcg.genetica.io.geofiles | |
| umcg.genetica.io.probemapping | |
| umcg.genetica.io.trityper | |
| umcg.genetica.math.matrix | |
| umcg.genetica.math.stats | |
| umcg.genetica.methylation |
| Modifier and Type | Method and Description |
|---|---|
static DoubleMatrixDataset<String,String> |
ParseSoftFile.importSOFTFile(String fileLocation,
int numberOfSamples,
int numberOfProbes) |
static DoubleMatrixDataset<String,String> |
ParseSoftFile.importSOFTFileSelection(String fileLocation,
int numberOfSamples,
int numberOfProbes,
int samplesPerDataset) |
| Modifier and Type | Method and Description |
|---|---|
static DoubleMatrixDataset<String,String> |
reading.readDoubleMatrixFile(String eigenVectorFile,
Set<String> rowsToInclude)
Read double matrix file restricting to given rows Eigenvector file / pc
file / probe matrix
|
| Modifier and Type | Method and Description |
|---|---|
DoubleMatrixDataset<String,String> |
TriTyperGeneticalGenomicsDataset.getCovariateData() |
| Modifier and Type | Method and Description |
|---|---|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.combineBasedOnCols(ArrayList<DoubleMatrixDataset> datasets)
Merge a set of matrices based on column identifiers.
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.combineBasedOnRows(ArrayList<DoubleMatrixDataset> datasets)
Merge a set of matrices based on row identifiers.
|
DoubleMatrixDataset<U,T> |
DoubleMatrixDataset.getTransposedDataset()
Deprecated.
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.mergeMatrixBasedOnColumns(DoubleMatrixDataset<String,String> matrixI,
DoubleMatrixDataset<String,String> matrixII,
boolean removeOldMatrix)
Merge a matrix based on shared column identifiers.
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.mergeMatrixBasedOnRows(DoubleMatrixDataset<String,String> matrixI,
DoubleMatrixDataset<String,String> matrixII,
boolean removeOldMatrix)
Merge a matrix based on row identifiers.
|
| Modifier and Type | Method and Description |
|---|---|
static void |
MatrixHandling.appendStringToColnames(DoubleMatrixDataset<String,String> in,
String tissueSource) |
static void |
MatrixHandling.FilterCols(DoubleMatrixDataset<String,String> dataset,
HashSet<String> keepCols) |
static void |
MatrixHandling.FilterRows(DoubleMatrixDataset<String,String> dataset,
HashSet<String> probesToKeep)
Remove rows without correct mapping known on forehand
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.mergeMatrixBasedOnColumns(DoubleMatrixDataset<String,String> matrixI,
DoubleMatrixDataset<String,String> matrixII,
boolean removeOldMatrix)
Merge a matrix based on shared column identifiers.
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.mergeMatrixBasedOnColumns(DoubleMatrixDataset<String,String> matrixI,
DoubleMatrixDataset<String,String> matrixII,
boolean removeOldMatrix)
Merge a matrix based on shared column identifiers.
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.mergeMatrixBasedOnRows(DoubleMatrixDataset<String,String> matrixI,
DoubleMatrixDataset<String,String> matrixII,
boolean removeOldMatrix)
Merge a matrix based on row identifiers.
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.mergeMatrixBasedOnRows(DoubleMatrixDataset<String,String> matrixI,
DoubleMatrixDataset<String,String> matrixII,
boolean removeOldMatrix)
Merge a matrix based on row identifiers.
|
static void |
MatrixHandling.OrderOnColumns(DoubleMatrixDataset doubleMatrixDataset)
Order columns
|
static void |
MatrixHandling.OrderOnRows(DoubleMatrixDataset doubleMatrixDataset)
Order rows
|
static void |
MatrixHandling.performQC(DoubleMatrixDataset<String,String> dataset,
ArrayList<String> probesToBeRemoved,
ArrayList<String> samplesToBeRemoved,
boolean replaceKnownOutOfRangeValues,
int maxMissingSamplesMissingAProbe,
int maxMissingProbesMissingPerSample)
Method to apply all QC steps.
|
static void |
MatrixHandling.RemoveColumns(DoubleMatrixDataset<String,String> dataset,
HashSet<String> samplesToBeRemoved)
Remove samples on forehand
|
static void |
MatrixHandling.RemoveColumnsWithToManyMissingValues(DoubleMatrixDataset<String,String> dataset,
int maxMissingValuesPerColumn)
Remove columns with to many missing values
|
static void |
MatrixHandling.RemoveDuplicateRowNames(DoubleMatrixDataset<String,String> dataset) |
static void |
MatrixHandling.RemoveDuplicatesSamples(DoubleMatrixDataset<String,String> dataset,
boolean advanced)
Remove identical samples, based on name and/or based on all expression
value (advanced = true)
|
static void |
MatrixHandling.RemoveProbes(DoubleMatrixDataset<String,String> dataset,
HashSet<String> probesToBeRemoved)
Remove probes without correct mapping known on forehand
|
static void |
MatrixHandling.RemoveRows(DoubleMatrixDataset<String,String> dataset,
HashSet<String> probesToBeRemoved)
Remove rows without correct mapping known on forehand
|
static void |
MatrixHandling.RemoveRowsWithToManyMissingValues(DoubleMatrixDataset<String,String> dataset,
int maxMissingValuesPerRow)
Remove rows with to many missing values
|
static void |
MatrixHandling.RemoveSamples(DoubleMatrixDataset<String,String> dataset,
HashSet<String> samplesToBeRemoved)
Remove samples on forehand
|
static void |
MatrixHandling.RenameCols(DoubleMatrixDataset<String,String> dataset,
HashMap<String,String> newNames) |
static void |
MatrixHandling.ReorderRows(DoubleMatrixDataset<String,String> dataset,
HashMap<String,Integer> mappingIndex)
Order rows to a index
|
| Modifier and Type | Method and Description |
|---|---|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.combineBasedOnCols(ArrayList<DoubleMatrixDataset> datasets)
Merge a set of matrices based on column identifiers.
|
static DoubleMatrixDataset<String,String> |
MergeDoubleMatrices.combineBasedOnRows(ArrayList<DoubleMatrixDataset> datasets)
Merge a set of matrices based on row identifiers.
|
| Modifier and Type | Method and Description |
|---|---|
static void |
QuantileNormalization.QuantileNormAdressingNaValuesAfterInitialQN(DoubleMatrixDataset<String,String> dataset,
boolean retainNA,
boolean useRow,
boolean keepZero)
Quantile normalize data where missing values are allowed Do QN on all
non-missing values, after which the missing values are replaced and a
second QN is performed.
|
| Modifier and Type | Method and Description |
|---|---|
static DoubleMatrixDataset<String,String> |
ConverteUandMTo.Beta(DoubleMatrixDataset<String,String> uChanel,
DoubleMatrixDataset<String,String> mChanel) |
static DoubleMatrixDataset<String,String> |
ConverteUandMTo.Mvalue(DoubleMatrixDataset<String,String> uChanel,
DoubleMatrixDataset<String,String> mChanel) |
static DoubleMatrixDataset<String,String> |
ParseTcgaMethylationFile.parseTCGAData_lvl1(String fileInputFolder,
boolean printToFile,
String fileOutputFolder,
boolean TcgaMethod)
Read Level 1 data from TGCA a single DoubleMatrixDatasets containing beta
values.
|
static DoubleMatrixDataset<String,String> |
ParseTcgaMethylationFile.parseTCGAData_lvl3(String fileInputFolder,
int nrProbes,
boolean printToFile,
String fileOut)
Read level 3 data from TCGA Return DoubleMatrixDataset beta-values
|
static DoubleMatrixDataset<String,String> |
ParseTcgaMethylationFile.parseTCGAData450As27K_lvl1(String fileInputFolder,
boolean printToFile,
String fileOutputFolder,
boolean TcgaMethod,
HashMap<String,Boolean> probeList)
Read Level 1 450K data from TGCA a single DoubleMatrixDatasets containing beta
values.
|
| Modifier and Type | Method and Description |
|---|---|
static ArrayList<DoubleMatrixDataset<String,String>> |
ParseTcgaMethylationFile.parseTCGAData_lvl1_all_matrices(String fileInputFolder,
boolean printToFile,
String fileOutputFolder,
boolean TcgaMethod)
Read Level 1 data from TGCA Return 3 DoubleMatrixDatasets, methylated
probe values, un-methylated probe values and beta values.
|
| Modifier and Type | Method and Description |
|---|---|
static void |
AssociatingPcasWithAnnotation.associateAnovaScoreAndItemOfInterest(DoubleMatrixDataset<String,String> doubleMatrix,
HashMap<String,HashMap<String,String>> interestSets)
Test for difference between all GSE groups with Anova.
|
static void |
AssociatingPcasWithAnnotation.associateScoreAndItemOfInterest(DoubleMatrixDataset<String,String> doubleMatrix,
HashMap<String,HashMap<String,String>> interestSets,
ArrayList<String> entries)
Test for difference between 2 groups with T-test.
|
static DoubleMatrixDataset<String,String> |
ConverteUandMTo.Beta(DoubleMatrixDataset<String,String> uChanel,
DoubleMatrixDataset<String,String> mChanel) |
static DoubleMatrixDataset<String,String> |
ConverteUandMTo.Beta(DoubleMatrixDataset<String,String> uChanel,
DoubleMatrixDataset<String,String> mChanel) |
static ArrayList<String> |
CheckMatrixForValidBetaValues.checkMinAndMaxPerSample(DoubleMatrixDataset<String,String> dataset,
boolean replaceCheckedValuesOutOfRange)
Check if all probe values are actually between 0 and 1.
|
static void |
AssociatingPcasWithAnnotation.correlateScoreAndItemOfInterest(DoubleMatrixDataset<String,String> doubleMatrix,
HashMap<String,HashMap<String,String>> interestSets,
String outfile,
boolean samplesOnRows)
Correlate values of interest to age
|
static DoubleMatrixDataset<String,String> |
ConverteUandMTo.Mvalue(DoubleMatrixDataset<String,String> uChanel,
DoubleMatrixDataset<String,String> mChanel) |
static DoubleMatrixDataset<String,String> |
ConverteUandMTo.Mvalue(DoubleMatrixDataset<String,String> uChanel,
DoubleMatrixDataset<String,String> mChanel) |
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