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svrep
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", "0.6.4")
Attach the package and use:
library("svrep")
Maintained by
Ben Schneider
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
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 0.6.4, https://cran.r-project.org/web/packages/svrep. Accessed 04 Jan. 2025.
Previous versions and publish date:
Other packages that cited svrep R package
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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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