set_param
(Package: ldamatch) :
Sets parameters for ldamatch.
Sets parameters for ldamatch.
● Data Source:
CranContrib
● Keywords:
● Alias: set_param
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search_heuristic1
(Package: ldamatch) :
Finds matching using heuristic based on linear discriminant analysis.
At each vertex of the search graph, this takes a step which moves the proportions of conditions in the subspace closer to the desired (or sample) proportions, so the expected proportions are enforced.
● Data Source:
CranContrib
● Keywords:
● Alias: search_heuristic1
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create_halting_test
(Package: ldamatch) :
Creates halting test from multiple tests.
The created halting test function returns the smallest p-value-to-threshold ratio of the values produced by the supplied tests, or zero if any of the p-values does not exceed the threshold. The resulting function expects one threshold per halting test in a vector or it recycles the given value(s) to get a threshold for each one.
● Data Source:
CranContrib
● Keywords:
● Alias: create_halting_test
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estimate_exhaustive
(Package: ldamatch) :
Estimates the maximum number of cases to be checked during exhaustive search.
Estimates the maximum number of cases to be checked during exhaustive search.
● Data Source:
CranContrib
● Keywords:
● Alias: estimate_exhaustive
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U_halt
(Package: ldamatch) :
A univariate halting test using the Wilcoxon test, which must be satisfied for all condition pairs.
A univariate halting test using the Wilcoxon test, which must be satisfied for all condition pairs.
● Data Source:
CranContrib
● Keywords:
● Alias: U_halt
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calc_metrics
(Package: ldamatch) :
Calculates basic metrics about ldamatch search result.
Calculates basic metrics about ldamatch search result.
● Data Source:
CranContrib
● Keywords:
● Alias: calc_metrics
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It favors, in decreasing order of priority, fewer excluded subjects, better balance (i.e. subsamples that diverge less from the expected proportions, which are by default the proportions of the input groups), and better (i.e. larger) test statistic for the matched groups. The preference order for the last two items can be reversed by specifying prefer_test = TRUE.
● Data Source:
CranContrib
● Keywords:
● Alias: compare_ldamatch_outputs
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search_heuristic2
(Package: ldamatch) :
Finds matching using depth-first search recursively.
In each step, it removes one subject from the set of subjects with the smallest p-value recursively.
● Data Source:
CranContrib
● Keywords:
● Alias: search_heuristic2
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ad_halt
(Package: ldamatch) :
A univariate halting test using the Anderson-Darling test.
A univariate halting test using the Anderson-Darling test.
● Data Source:
CranContrib
● Keywords:
● Alias: ad_halt
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ks_halt
(Package: ldamatch) :
A univariate halting test using the Kolmogorov-Smirnov Test, which must be satisfied for all condition pairs.
The condition must have two levels.
● Data Source:
CranContrib
● Keywords:
● Alias: ks_halt
●
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