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genscore
View on CRAN: Click
here
Download and install genscore package within the R console
Install from CRAN:
install.packages("genscore")
Install from Github:
library("remotes")
install_github("cran/genscore") Install by package version:
library("remotes")
install_version("genscore", "1.0.2.2") Attach the package and use:
library("genscore")
Maintained by
Shiqing Yu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-04-03
Latest Update: 2023-12-16
Description:
Implementation of the Generalized Score Matching estimator in Yu et al. (2019) for non-negative graphical models (truncated Gaussian, exponential square-root, gamma, a-b models) and univariate truncated Gaussian distributions. Also includes the original estimator for untruncated Gaussian graphical models from Lin et al. (2016) , with the addition of a diagonal multiplier.
How to cite:
Shiqing Yu (2020). genscore: Generalized Score Matching Estimators. R package version 1.0.2.2, https://cran.r-project.org/web/packages/genscore. Accessed 26 Aug. 2026.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for genscore
Functions, R codes and Examples using
the genscore R package
Some associated functions: AUC . avgrocs . beautify_rule . binarySearch_bin . calc_crit . check_endpoints . compare_two_results . compare_two_sub_results . cov_cons . crbound_mu . crbound_sigma . diff_lists . diff_vecs . domain_for_C . eBIC . estimate . find_max_ind . frac_pow . gcd . gen . get_crit_nopenalty . get_dist . get_elts . get_elts_ab . get_elts_exp . get_elts_gamma . get_elts_gauss . get_elts_loglog . get_elts_loglog_simplex . get_elts_trun_gauss . get_g0 . get_g0_ada . get_h_hp . get_h_hp_adaptive . get_h_hp_vector . get_postfix_rule . get_results . get_safe_log_h_hp . get_trun . h_of_dist . in_bound . interval_intersection . interval_union . lambda_max . make_domain . make_folds . makecoprime . mu_sigmasqhat . naiveSearch_bin . parse_ab . parse_ineq . ran_mat . random_init_polynomial . random_init_simplex . random_init_uniform . read_exponent . read_exponential . read_one_term . read_uniform_term . refit . rexp_truncated . rlaplace_truncated . rlaplace_truncated_centered . s_at . s_output . search_bin . test_lambda_bounds . test_lambda_bounds2 . tp_fp . update_finite_infinity_for_uniform . varhat .
Some associated R codes: Score_init.R . domain.R . genscore.R . rand_gen.R . Full genscore package functions and examples
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