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ldamatch  

Selection of Statistically Similar Research Groups
View on CRAN: Click here


Download and install ldamatch package within the R console
Install from CRAN:
install.packages("ldamatch")

Install from Github:
library("remotes")
install_github("cran/ldamatch")

Install by package version:
library("remotes")
install_version("ldamatch", "1.0.3")



Attach the package and use:
library("ldamatch")
Maintained by
Kyle Gorman
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-08-27
Latest Update: 2021-05-23
Description:
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.
How to cite:
Kyle Gorman (2015). ldamatch: Selection of Statistically Similar Research Groups. R package version 1.0.3, https://cran.r-project.org/web/packages/ldamatch. Accessed 27 Jan. 2025.
Previous versions and publish date:
0.6.3 (2015-08-27 01:04), 1.0.0 (2016-06-21 19:57), 1.0.1 (2016-06-27 07:36), 1.0.2 (2021-05-23 17:30)
Other packages that cited ldamatch R package
View ldamatch citation profile
Other R packages that ldamatch depends, imports, suggests or enhances
Complete documentation for ldamatch
Functions, R codes and Examples using the ldamatch R package
Some associated functions: U_halt . ad_halt . calc_metrics . calc_p_value . compare_ldamatch_outputs . create_halting_test . dot-U_crit . dot-ad_crit . dot-apply_crit . dot-apply_crit_to_condition_pairs . dot-calc_multipliers . dot-calc_p_thresh_ratio . dot-calc_subject_balance_divergence . dot-check_subspaces_for_group_size_setup . dot-choose_best_subjects . dot-choose_best_test_statistic . dot-choose_most_frequently_chosen_subject_from_subject_tuples . dot-choose_subject_with_best_p_value_from_subject_tuples . dot-combine_sets . dot-create_Cartesian_iterable . dot-decrease_group_sizes . dot-f_crit . dot-flip_ind . dot-foreach . dot-get_halting_test . dot-get_human_readable . dot-get_if_args_are_missing . dot-internally_compare_ldamatch_outputs . dot-ks_crit . dot-l_crit . dot-normalize_max_removed_per_cond . dot-normalize_props . dot-recycle . dot-search_heuristic_with_lookahead . dot-sort_group_sizes . dot-t_crit . dot-tolerance . dot-unique_list . dot-vector_list_to_string . dot-warn_about_extra_params . estimate_exhaustive . f_halt . get_param . ks_halt . l_halt . ldamatch . match_groups . matching_methods . nondeterministic_matching_methods . parallelized_matching_methods . search_exhaustive . search_heuristic2 . search_heuristic3 . search_heuristic4 . search_random . set_param . t_halt . wilks_halt . 
Some associated R codes: estimate_exhaustive.R . evaluation.R . globals.R . halting_tests.R . helpers.R . ldamatch.R . search_exhaustive.R . search_heuristic2.R . search_heuristic3.R . search_heuristic4.R . search_heuristic_with_lookahead.R . search_random.R .  Full ldamatch package functions and examples
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