Man pages for ncsa/DataHarmonizationPipeline
An automated statistical analysis pipeline in R for use on public health datasets
| addIdentifyingInfo | Function that adds identifying info (unique to each row) to... |
| applyPCA | Function that applies PCA on the preprocessed data and... |
| check.integer | Function that checks if a provided variable is an integer... |
| checkinteger.column | Function that checks if all the data in a column of a dataset... |
| dropColumnsWithMissingData | Function that drops columns in the discrete and continuous... |
| dropNonNumericalData | Function that drops non numerical data (not necessary for... |
| dropRowsWithMissingData | Function that drops rows in the discrete and continuous... |
| getDiscreteAndContinuousIndices | Function that gets the indices of the dataframe columns that... |
| loadData | Function that loads data to be analyzed from the specified... |
| mainDriver | Function that is the main driver for the entire program that... |
| makeDataTypesUniform | Function that converts all the data in both datasets to be of... |
| missingPercent | Function that gets the percentage of missing data in the... |
| normalizeCol | Function that normalizes data in the column of a dataset... |
| normalizeContinuousData | Function that normalizes all the data in the continuous... |
