Hardware-Accelerated Rerandomization for Improved Balance

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Documentation for package ‘fastrerandomize’ version 0.3

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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