Package index • hvtiRutilities

Data Import

Read clinical data files with automatic type conversion

read_clinical_data(): Read and prepare a clinical dataset in one step

Data Type Conversion

Automatically infer and convert column types

r_data_types(): Automatically infer and convert data types

Variable Labels

Extract, look up, register, and override variable labels

label_map(): Build a lookup map of data labels
get_label(): Look up the label for a single variable
get_labels(): Look up labels for multiple variables at once
add_labels(): Add or update labels in a label map
apply_label_overrides(): Apply label overrides from a YAML file
clean_labels(): Apply label overrides from a YAML file (deprecated)

Data Documentation

Build data dictionaries and compare dataset versions

data_dictionary(): Build a data dictionary from a labeled dataset
compare_datasets(): Compare two versions of a dataset

Dataset Versioning

Track and verify dataset integrity with SHA-256 checksums

update_manifest(): Create or update a dataset manifest file
verify_manifest(): Verify all datasets listed in a manifest

Data Generation

Generate labeled sample and synthetic datasets

generate_survival_data(): Generate Synthetic Cardiac Surgery Survival Data
sample_data(): Generate a sample dataset for testing

Package Utilities

hvtiRutilities-package: hvtiRutilities: Utilities to work with SAS data in R.
hvtiRutilities.news(): Display the NEWS file