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svrep  

Tools for Creating, Updating, and Analyzing Survey Replicate Weights
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("svrep", "0.7.0")



Attach the package and use:
library("svrep")
Maintained by
Ben Schneider
[Scholar Profile | Author Map]
First Published: 2022-03-30
Latest Update: 2023-09-09
Description:
Provides tools for creating and working with survey replicate weights, extending functionality of the 'survey' package from Lumley (2004) <doi:10.18637/jss.v009.i08>. Implements bootstrap methods for complex surveys, including the generalized survey bootstrap as described by Beaumont and Patak (2012) <doi:10.1111/j.1751-5823.2011.00166.x>. Methods are provided for applying nonresponse adjustments to both full-sample and replicate weights as described by Rust and Rao (1996) <doi:10.1177/096228029600500305>. Implements methods for sample-based calibration described by Opsomer and Erciulescu (2021) <https://www150.statcan.gc.ca/n1/pub/12-001-x/2021002/article/00006-eng.htm>. Diagnostic functions are included to compare weights and weighted estimates from different sets of replicate weights.
How to cite:
Ben Schneider (2022). svrep: Tools for Creating, Updating, and Analyzing Survey Replicate Weights. R package version 0.7.0, https://cran.r-project.org/web/packages/svrep. Accessed 18 Apr. 2025.
Previous versions and publish date:
0.1.0 (2022-03-30 19:50), 0.2.0 (2022-05-12 09:00), 0.3.0 (2022-07-06 02:00), 0.4.0 (2022-12-11 18:50), 0.4.1 (2022-12-18 17:40), 0.5.0 (2023-02-07 09:30), 0.5.1 (2023-05-17 06:00), 0.6.0 (2023-07-07 01:20), 0.6.1 (2023-08-30 18:00), 0.6.3 (2023-09-09 10:10), 0.6.4 (2024-04-26 20:40)
Other packages that cited svrep R package
View svrep citation profile
Other R packages that svrep depends, imports, suggests or enhances
Complete documentation for svrep
Functions, R codes and Examples using the svrep R package
Some associated functions: as_bootstrap_design . as_data_frame_with_weights . as_fays_gen_rep_design . as_gen_boot_design . as_random_group_jackknife_design . calibrate_to_estimate . calibrate_to_sample . compress_design . distribute_matrix_across_clusters . estimate_boot_reps_for_target_cv . estimate_boot_sim_cv . get_design_quad_form . get_nearest_psd_matrix . getvars . ht_matrix_to_joint_probs . is_psd_matrix . libraries . lou_pums_microdata . lou_vax_survey . lou_vax_survey_control_totals . make_deville_tille_matrix . make_fays_gen_rep_factors . make_gen_boot_factors . make_ppswor_approx_matrix . make_quad_form_matrix . make_rwyb_bootstrap_weights . make_sd_matrix . make_srswor_matrix . make_twophase_quad_form . redistribute_weights . rescale_reps . shift_weight . stack_replicate_designs . summarize_rep_weights . svrep-package . svyby_repwts . variance-estimators . wls_hat_matrix . 
Some associated R codes: as_bootstrap_design.R . as_data_frame_with_weights.R . as_jackknife_design.R . bootstrap_helpers.R . calibrate_to_estimate.R . calibrate_to_sample.R . database-helpers.R . fays_generalized_replication.R . generalized_bootstrap.R . libraries_data.R . lou_vax_data.R . make_bootstrap_weights.R . quadratic_forms.R . quadratic_forms_of_survey_design_objects.R . redistribute_weights.R . stack_replicate_designs.R . summarize_rep_weights.R . svrep-package.R . svyby_repwts.R . variance-estimators.R .  Full svrep package functions and examples
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