ldamatch-package |
ldamatch: Selection of Statistically Similar Research Groups. |
ad_halt |
A univariate halting test using the Anderson-Darling test. |
calc_metrics |
Calculates basic metrics about ldamatch search result. |
calc_p_value |
Calculates p-value using specified halting test. |
compare_ldamatch_outputs |
Compares outputs of ldamatch runs. |
create_halting_test |
Creates halting test from multiple tests. |
estimate_exhaustive |
Estimates the maximum number of cases to be checked during exhaustive search. |
f_halt |
A univariate halting test using Fisher's exact test. |
get_param |
Gets parameter value for ldamatch. |
ks_halt |
A univariate halting test using the Kolmogorov-Smirnov Test, which must be satisfied for all condition pairs. |
ldamatch |
ldamatch: Selection of Statistically Similar Research Groups. |
l_halt |
A univariate halting test using Levene's test. |
match_groups |
Creates a matched group via backward selection. |
search_exhaustive |
Searches the space backwards, prefering more subjects and certain group size proportions. |
search_heuristic1 |
Finds matching using heuristic based on linear discriminant analysis. |
search_heuristic2 |
Finds matching using depth-first search recursively. |
search_heuristic3 |
Finds matching using depth-first search, looking ahead n steps. |
search_heuristic4 |
Finds matching using depth-first search, looking ahead n steps. |
search_random |
Searches by randomly selecting subspaces with decreasing expected size. |
set_param |
Sets parameters for ldamatch. |
t_halt |
A univariate halting test using the t-test, which must be satisfied for all condition pairs. |
U_halt |
A univariate halting test using the Wilcoxon test, which must be satisfied for all condition pairs. |
wilks_halt |
A multivariate halting test appropriate for more than two condition levels. |