ldamatch: Selection of Statistically Similar Research Groups

Share:

Select statistically similar research groups by backward selection using various robust algorithms, including a heuristic based on linear discriminant analysis, multiple heuristics based on the test statistic, and parallelized exhaustive search.

Author
Kyle Gorman [aut, cre], Geza Kiss [aut]
Date of publication
2016-06-27 07:36:57
Maintainer
Kyle Gorman <kylebgorman@gmail.com>
License
MIT + file LICENSE
Version
1.0.1

View on CRAN

Man pages

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...
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,...
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...
search_heuristic1
Finds matching using heuristic based on linear discriminant...
search_heuristic2
Finds matching using depth-first search recursively.
search_heuristic3
Finds matching using depth-first search, looking ahead n...
search_heuristic4
Finds matching using depth-first search, looking ahead n...
search_random
Searches by randomly selecting subspaces with decreasing...
set_param
Sets parameters for ldamatch.
t_halt
A univariate halting test using the t-test, which must be...
U_halt
A univariate halting test using the Wilcoxon test, which must...
wilks_halt
A multivariate halting test appropriate for more than two...

Files in this package

ldamatch
ldamatch/inst
ldamatch/inst/doc
ldamatch/inst/doc/ldamatch-demos.R
ldamatch/inst/doc/ldamatch-demos.html
ldamatch/inst/doc/ldamatch-demos.Rmd
ldamatch/tests
ldamatch/tests/testthat.R
ldamatch/tests/testthat
ldamatch/tests/testthat/test-calc_metrics.R
ldamatch/tests/testthat/test-ldamatch.R
ldamatch/tests/testthat/test-calc_p_value.R
ldamatch/tests/testthat/test-compare_ldamatch_outputs.R
ldamatch/NAMESPACE
ldamatch/R
ldamatch/R/evaluation.R
ldamatch/R/ldamatch.R
ldamatch/R/helpers.R
ldamatch/R/search_exhaustive.R
ldamatch/R/halting_tests.R
ldamatch/R/estimate_exhaustive.R
ldamatch/R/globals.R
ldamatch/R/search_heuristic3.R
ldamatch/R/search_heuristic2.R
ldamatch/R/search_random.R
ldamatch/R/search_heuristic1.R
ldamatch/R/search_heuristic4.R
ldamatch/vignettes
ldamatch/vignettes/ldamatch-demos.Rmd
ldamatch/MD5
ldamatch/build
ldamatch/build/vignette.rds
ldamatch/DESCRIPTION
ldamatch/man
ldamatch/man/set_param.Rd
ldamatch/man/search_heuristic1.Rd
ldamatch/man/create_halting_test.Rd
ldamatch/man/estimate_exhaustive.Rd
ldamatch/man/U_halt.Rd
ldamatch/man/calc_metrics.Rd
ldamatch/man/compare_ldamatch_outputs.Rd
ldamatch/man/search_heuristic2.Rd
ldamatch/man/ad_halt.Rd
ldamatch/man/ks_halt.Rd
ldamatch/man/search_heuristic4.Rd
ldamatch/man/t_halt.Rd
ldamatch/man/wilks_halt.Rd
ldamatch/man/get_param.Rd
ldamatch/man/l_halt.Rd
ldamatch/man/search_exhaustive.Rd
ldamatch/man/f_halt.Rd
ldamatch/man/ldamatch.Rd
ldamatch/man/calc_p_value.Rd
ldamatch/man/search_random.Rd
ldamatch/man/match_groups.Rd
ldamatch/man/search_heuristic3.Rd
ldamatch/LICENSE