# Hardware-Accelerated Rerandomization for Improved Balance

## Documentation for package ‘fastrerandomize’ version 0.3

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

build_backend | A function to build the environment for fastrerandomize. Builds a conda environment in which 'JAX' and 'np' are installed. Users can also create a conda environment where 'JAX' and 'np' are installed themselves.
check_jax_availability | Check if 'Python' and 'JAX' are available
compute_diff_at_tau_for_oneW_R | Compute potential outcome difference in means for a single assignment under a hypothesized tau in base R
diagnose_rerandomization | Diagnostic map from observed (or targeted) balance to precision and stringency
diff_in_means_R | Simple difference in means in base R
fastrerandomize_class | Constructor for fastrerandomize randomizations
fastrerandomize_test | Constructor for fastrerandomize randomization test objects
fast_distance | JAX-accelerated distance calculations
find_fiducial_interval_R | Fiducial interval logic in base R, for randomization test
generate_randomizations | Generate randomizations for a rerandomization-based experimental design
generate_randomizations_exact | Generate Complete Randomizations with Optional Balance Constraints
generate_randomizations_mc | Draws a random sample of acceptable randomizations from all possible complete randomizations using Monte Carlo sampling
generate_randomizations_R | Generate randomizations in base R, filtering by Hotelling's T^2 acceptance
hotellingT2_R | Compute Hotelling's T-squared statistic in base R
plot.fastrerandomize_randomizations | Plot method for fastrerandomize_randomizations objects
plot.fastrerandomize_test | Plot method for fastrerandomize_test objects
print.fastrerandomize_randomizations | Print method for fastrerandomize_randomizations objects
print.fastrerandomize_test | Print method for fastrerandomize_test objects
print2 | Print timestamped messages with optional quieting
QJEData | QJEData: Agricultural Treatment Experiment Data
randomization_test | Fast randomization test
randomization_test_R | Base R randomization test: difference in means + optional fiducial interval
summary.fastrerandomize_randomizations | Summary method for fastrerandomize_randomizations objects
summary.fastrerandomize_test | Summary method for fastrerandomize_test objects
YOPData | YOPData