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seminr  

Building and Estimating Structural Equation Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("seminr", "2.5.0")



Attach the package and use:
library("seminr")
Maintained by
Nicholas Patrick Danks
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-01-05
Latest Update: 2025-08-19
Description:
A powerful, easy to syntax for specifying and estimating complex Structural Equation Models. Models can be estimated using Partial Least Squares Path Modeling or Covariance-Based Structural Equation Modeling or covariance based Confirmatory Factor Analysis. Methods described in Ray, Danks, and Valdez (2021).
How to cite:
Nicholas Patrick Danks (2018). seminr: Building and Estimating Structural Equation Models. R package version 2.5.0, https://cran.r-project.org/web/packages/seminr. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-10-14 01:20), 0.3.1 (2018-01-05 13:36), 0.4.0 (2018-01-18 09:43), 0.5.0 (2018-06-26 07:22), 0.5.1 (2018-09-10 11:30), 0.5.2 (2018-09-19 07:50), 0.5.3 (2018-10-18 11:10), 0.6.0 (2019-03-20 08:10), 0.7.0 (2019-05-07 10:50), 1.0.0 (2019-09-27 12:20), 1.0.1 (2019-12-12 13:00), 1.0.2 (2020-05-08 13:00), 1.1.0 (2020-07-23 18:00), 2.0.0 (2021-03-10 12:40), 2.0.1 (2021-03-22 21:40), 2.0.2 (2021-04-25 09:40), 2.1.0 (2021-05-13 17:20), 2.2.0 (2021-08-18 16:30), 2.2.1 (2021-09-02 14:00), 2.3.0 (2022-01-04 13:10), 2.3.1 (2022-06-30 20:50), 2.3.2 (2022-10-12 21:40), 2.3.3 (2024-06-17 12:30), 2.3.4 (2024-10-13 19:50), 2.3.6 (2025-07-24 13:50), 2.3.7 (2025-09-03 14:00), 2.4.0 (2026-01-27 14:00), 2.4.2 (2026-02-18 17:30), 2.5.0 (2026-05-25 10:40)
Other packages that cited seminr R package
View seminr citation profile
Other R packages that seminr depends, imports, suggests or enhances
Complete documentation for seminr
Functions, R codes and Examples using the seminr R package
Some associated functions: PLSc . as.reflective.construct . as.reflective.interaction . as.reflective.measurement_model . as.reflective . associations . boot_paths_df . bootstrap_model . browse_plot . check_test_plot . composite . compute_itcriteria_weights . constructs . cor_rsq . corp_rep_data . corp_rep_data2 . csem2seminr . df_xtab_matrix . dot_component_mm . dot_graph . dot_graph_htmt . dot_subcomponent_mm . edge_template_default . edge_template_minimal . esc_node . estimate_cbsem . estimate_cfa . estimate_lavaan_ten_berge . estimate_pls . estimate_pls_mga . extract_bootstrapped_values . extract_htmt_nodes . extract_mm_coding . extract_mm_edge_value . extract_mm_edges . extract_mm_nodes . extract_sm_nodes . fSquared . format_endo_node_label . format_exo_node_label . get_construct_element_size . get_construct_type . get_global_htmt_style . get_global_style . get_manifest_element_size . get_mm_edge_style . get_mm_node_shape . get_mm_node_style . get_sm_node_shape . get_theme_doc . get_value_dependent_mm_edge_style . get_value_dependent_sm_edge_style . higher_composite . higher_reflective . influencer_data . interaction_term . is_sink . item_errors . last_seminr_plot . mean_replacement . mobi . mode_A . mode_B . multi_items . node_endo_template_default . node_exo_template_default . orthogonal . package_docs . path_factorial . path_weighting . plot.reliability_table . plot.seminr_model . plot_htmt . plot_interaction . predict_DA . predict_EA . predict_pls . print.seminr_pls_mga . product_indicator . psignr . pvalr . reflective . relationships . report_paths . rerun . rerun.pls_model . rho_A . save_plot . seminr_theme_create . seminr_theme_dark . seminr_theme_default . seminr_theme_get . seminr_theme_old . set_last_seminr_plot . simplePLS . single_item . slope_analysis . specific_effect_significance . specify_model . standardize_safely . total_indirect_ci . two_stage . unit_weights . use_construct_weights . 
Some associated R codes: boot_utils.R . clean_data.R . compute_metrics.R . compute_safe.R . compute_ten_berge.R . data.R . documentation_utils.R . estimate_bootstrap.R . estimate_cbsem.R . estimate_factor_scores.R . estimate_pls.R . estimate_pls_mga.R . estimate_simplePLS.R . evaluate_effects.R . evaluate_measurement_model.R . evaluate_model.R . evaluate_reliability.R . evaluate_validity.R . evaluate_warnings.R . feature_consistent.R . feature_higher_order.R . feature_plspredict.R . import_lavaan_syntax.R . inspect_mmMatrix.R . inspect_smMatrix.R . lavaan_syntax.R . library-errors-warnings.R . library-traverse.R . library.R . library_data_structures.R . plot_dot.R . plot_htmt.R . plot_lastplot.R . plot_results.R . plot_test_utils.R . plot_utils.R . report_cbsem.R . report_cfa.R . report_descriptives.R . report_lavaan.R . report_measurement_model.R . report_paths_and_intervals.R . report_summary.R . seminr_global.R . seminr_info.R . specify_associations.R . specify_constructs.R . specify_interactions.R . specify_models.R . specify_relationships.R . theme.R . theme_current.R . theme_defaults.R . utils-pipe.R . zzz.R .  Full seminr package functions and examples
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