Conditional Minimax Regret Design Rules

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Documentation for package ‘cmrdesign’ version 0.1.0

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

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cmrdesign-package	cmrdesign: Conditional Minimax Regret design rules
activation_threshold_bernoulli	Pilot-size activation thresholds
activation_threshold_bounded	Pilot-size activation thresholds
assign_additive_regularized_neyman	Baseline and comparator assignment rules
assign_balance	Baseline and comparator assignment rules
assign_exponential_regularized_neyman	Baseline and comparator assignment rules
assign_feasible_neyman	Baseline and comparator assignment rules
assign_multiarm_balance	Baseline and comparator assignment rules
assign_multiarm_neyman	Multi-arm variance objectives and Neyman allocation
assign_neyman	Two-arm variance objectives and Neyman allocation
assign_stratified_balance	Baseline and comparator assignment rules
assign_stratified_neyman	Stratified variance objectives and Neyman allocation
assign_trimmed_neyman	Baseline and comparator assignment rules
binary_rectangle_corners	Two-arm CMR from a variance rectangle
binary_rectangle_regret	Two-arm CMR from a variance rectangle
boundary_indicator	Diagnostic metrics for CMR simulations
boundary_rate	Diagnostic metrics for CMR simulations
break_even_pilot_share	Break-even pilot share
certificate_valid	Diagnostic metrics for CMR simulations
cmrdesign	cmrdesign: Conditional Minimax Regret design rules
cmr_binary	Two-arm Conditional Minimax Regret assignment
cmr_binary_from_rectangle	Two-arm CMR from a variance rectangle
cmr_delayed_outcome	Proxy or delayed-outcome CMR assignment
cmr_multiarm	Shared-control multi-arm CMR assignment
cmr_multiarm_from_rectangle	Multi-arm CMR from a variance rectangle
cmr_multiple_outcomes	Multiple-outcome CMR assignment
cmr_plan	Pilot/main-wave planning summary
cmr_proxy	Proxy or delayed-outcome CMR assignment
cmr_stratified	Stratified CMR assignment
cmr_stratified_from_rectangle	Stratified CMR from a variance rectangle
cmr_two_arm	Two-arm Conditional Minimax Regret assignment
cmr_two_arm_from_rectangle	Two-arm CMR from a variance rectangle
cmr_unbounded	Unbounded-outcome CMR assignment
cmr_unbounded_from_rectangle	Unbounded-outcome CMR from a variance rectangle
coverage_indicator	Diagnostic metrics for CMR simulations
folded_binomial_pmf	Folded-binomial distribution for Bernoulli sample variances
folded_binomial_tails	Folded-binomial distribution for Bernoulli sample variances
multiarm_oracle_variance	Multi-arm variance objectives and Neyman allocation
multiarm_rectangle_vertices	Multi-arm variance objectives and Neyman allocation
multiarm_regret	Multi-arm variance objectives and Neyman allocation
multiarm_variance_objective	Multi-arm variance objectives and Neyman allocation
oracle_variance	Two-arm variance objectives and Neyman allocation
pilot_plan	Pilot/main-wave planning summary
pilot_viability_band	Pilot viability band
print.cmr_allocation	Convert CMR target shares to integer allocation counts
print.cmr_multiarm	Print and summarize CMR results
print.cmr_multiple_outcomes	Print and summarize CMR results
print.cmr_proxy	Print and summarize CMR results
print.cmr_stratified	Print and summarize CMR results
print.cmr_two_arm	Print and summarize CMR results
print.cmr_unbounded	Print and summarize CMR results
print.summary.cmr_result	Print and summarize CMR results
realize_allocation	Convert CMR target shares to integer allocation counts
rectangle_bernoulli_binary	Two-arm confidence rectangles
rectangle_bernoulli_two_arm	Two-arm confidence rectangles
rectangle_binary	Two-arm confidence rectangles
rectangle_bounded_binary	Bounded two-arm confidence rectangle
rectangle_bounded_two_arm	Bounded two-arm confidence rectangle
rectangle_delayed_outcome	Proxy or delayed-outcome confidence rectangle
rectangle_multiarm	Multi-arm confidence rectangle
rectangle_multiple_outcomes	Multiple-outcome confidence rectangle
rectangle_proxy	Proxy or delayed-outcome confidence rectangle
rectangle_stratified	Stratified confidence rectangle
rectangle_two_arm	Two-arm confidence rectangles
rectangle_unbounded	Unbounded-outcome confidence rectangle
regret	Two-arm variance objectives and Neyman allocation
saving_vs_balance	Diagnostic metrics for CMR simulations
share_of_oracle_gain	Diagnostic metrics for CMR simulations
stratified_oracle_variance	Stratified variance objectives and Neyman allocation
stratified_rectangle_vertices	Stratified variance objectives and Neyman allocation
stratified_regret	Stratified variance objectives and Neyman allocation
stratified_variance_objective	Stratified variance objectives and Neyman allocation
summary.cmr_multiarm	Print and summarize CMR results
summary.cmr_multiple_outcomes	Print and summarize CMR results
summary.cmr_proxy	Print and summarize CMR results
summary.cmr_stratified	Print and summarize CMR results
summary.cmr_two_arm	Print and summarize CMR results
summary.cmr_unbounded	Print and summarize CMR results
variance_bounds_bernoulli_exact	Exact Bernoulli variance bounds
variance_bounds_martinez_taboada_ramdas	Bounded-outcome variance bounds
variance_bounds_maurer_pontil	Bounded-outcome variance bounds
variance_bounds_unbounded_mom	Unbounded-outcome median-of-means variance bounds
variance_objective	Two-arm variance objectives and Neyman allocation