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stratamatch
View on CRAN: Click
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Download and install stratamatch package within the R console
Install from CRAN:
install.packages("stratamatch")
Install from Github:
library("remotes")
install_github("cran/stratamatch")
Install by package version:
library("remotes")
install_version("stratamatch", "0.1.9")
Attach the package and use:
library("stratamatch")
Maintained by
Rachael C. Aikens
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-24
Latest Update: 2022-03-31
Description:
A pilot matching design to automatically stratify and match large datasets.The manual_stratify() function allows users to manually stratify a dataset based on categorical variables of interest, while the auto_stratify() function does automatically by allocating a held-aside (pilot) data set, fitting a prognostic score (see Hansen (2008) <doi:10.1093/biomet/asn004>) on the pilot set, and stratifying the data set based on prognostic score quantiles.The strata_match() function then does optimal matching of the data set in parallel within strata.
How to cite:
Rachael C. Aikens (2019). stratamatch: Stratification and Matching for Large Observational Data Sets. R package version 0.1.9, https://cran.r-project.org/web/packages/stratamatch. Accessed 21 Nov. 2024.
Previous versions and publish date:
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imports, suggests or enhances
Complete documentation for stratamatch
Functions, R codes and Examples using
the stratamatch R package
Some associated functions: ICU_data . auto_stratify . build_autostrata . check_base_inputs_auto_stratify . check_inputs_manual_stratify . check_inputs_matcher . check_outcome . check_pilot_set_options . check_prognostic_formula . check_prop_formula . check_scores . estimate_scores . extract_cut_points.auto_strata . extract_cut_points . fit_prognostic_model . get_issues . get_prop_scores . is.auto_strata . is.manual_strata . is.strata . is_binary . make_SR_plot . make_ac_plot . make_autostrata_table . make_hist_plot . make_issue_table . make_match_distances . make_resid_plot . make_sample_data . manual_stratify . new_auto_strata . new_manual_strata . pipe . plot.auto_strata . plot.manual_strata . print.auto_strata . print.manual_strata . split_pilot_set . strata . strata_match . strata_match_nstrat . stratamatch . summary.strata . warn_if_continuous .
Some associated R codes: ICU_data_documentation.R . S3_methods.R . auto_stratify.R . imported_functions.R . make_issue_table.R . make_sample_data.R . manual_stratify.R . match_functions.R . split_pilot_set.R . strata_object_constructors.R . stratamatch.R . Full stratamatch package functions and examples
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