Package: scf 1.2.0

scf: Analyzing the Survey of Consumer Finances

Analyze public-use micro data from the Survey of Consumer Finances. Provides tools to download prepared data files, construct replicate-weighted multiply imputed survey designs, compute descriptive statistics and model estimates, and produce plots and tables. Methods follow design-based inference for complex surveys and pooling across multiple imputations. See the package website and the code book for background.

Authors:Joseph Cohen [aut, cre]

scf_1.2.0.tar.gz
scf_1.2.0.zip(r-4.7-any)scf_1.2.0.zip(r-4.6-any)scf_1.2.0.zip(r-4.5-any)
scf_1.2.0.tgz(r-4.6-any)scf_1.2.0.tgz(r-4.5-any)
scf_1.2.0.tar.gz(r-4.7-any)scf_1.2.0.tar.gz(r-4.6-any)
scf_1.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
scf/json (API)

# Install 'scf' in R:

install.packages('scf', repos = c('https://jncohen.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jncohen/scf/issues

On CRAN:

5.61 score 3 stars 16 scripts 370 downloads 37 exports 56 dependencies

Last updated from:b0f2f97d0f. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	352
source / vignettes	OK	438
linux-release	OK	299
macos-release	OK	245
macos-oldrel	OK	254
windows-devel	OK	295
windows-release	OK	299
windows-oldrel	OK	284
wasm-release	OK	126

Exports:scf_activate_theme scf_corr scf_deflate scf_design scf_download scf_freq scf_glm scf_implicates scf_load scf_logit scf_mean scf_median scf_MIcombine scf_nominal scf_ols scf_pctile_cut scf_pctile_sum scf_percentile scf_plot_bbar scf_plot_cbar scf_plot_dbar scf_plot_dist scf_plot_hex scf_plot_hist scf_plot_smooth scf_prop_test scf_quantreg scf_ratio scf_real scf_regtable scf_subset scf_theme scf_ttest scf_update scf_update_by_implicate scf_xtab SE

Dependencies:askpass bit bit64 cli clipr cpp11 crayon curl DBI farver forcats ggplot2 glue gtable haven hms httr isoband jsonlite labeling lattice lifecycle magrittr MASS Matrix MatrixModels mime minqa mitools numDeriv openssl pillar pkgconfig prettyunits progress quantreg R6 RColorBrewer Rcpp RcppArmadillo readr rlang S7 scales SparseM survey survival sys tibble tidyselect tzdb utf8 vctrs viridisLite vroom withr

Analyzing the Survey of Consumer Finances

Rendered fromSCF-guide.Rmdusingknitr::rmarkdown

Last update: 2026-10-18
Started: 2025-07-16

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Analyzing Survey of Consumer Finances Public-Use Microdata	scf-package scf
Estimate Correlation Between Two Continuous Variables in SCF Microdata	scf_corr summary.scf_corr
Construct an SCF Multiply-Imputed Survey Object	scf_design
Download and Prepare SCF Microdata for Local Analysis	scf_download
Estimate the Frequencies of a Discrete Variable from SCF Microdata	scf_freq
Estimate Generalized Linear Model from SCF Microdata	scf_glm
Extract Implicate-Level Estimates from SCF Results	scf_implicates
Load SCF Data as Multiply-Imputed Survey Designs	scf_load
Estimate Logistic Regression Model using SCF Microdata	scf_logit
Estimate Mean in Multiply-Imputed SCF Data	scf_mean
Estimate the Population Median of a Continuous SCF Variable	scf_median
Combine Estimates Across SCF Implicates	scf_MIcombine SE.scf_MIresult
S3 Methods for scf_model_result Objects	AIC.scf_model_result coef.scf_model_result confint.scf_model_result formula.scf_model_result predict.scf_model_result residuals.scf_model_result scf_model_result_methods vcov.scf_model_result
Convert SCF Dollar Estimates to Nominal Survey-Year Dollars	scf_nominal
Estimate an Ordinary Least Squares Regression on SCF Microdata	scf_ols
Summarize SCF Variables by Percentile Group	scf_pctile_sum
Estimate Percentiles in SCF Microdata	scf_percentile
Stacked Bar Chart of Two Discrete Variables in SCF Data	scf_plot_bbar
Bar Plot of Summary Statistics by Grouping Variable in SCF Data	scf_plot_cbar
Plot Bar Chart of a Discrete Variable from SCF Data	scf_plot_dbar
Plot a Univariate Distribution of an SCF Variable	scf_plot_dist
Hexbin Plot of Two Continuous SCF Variables	scf_plot_hex
Histogram of a Continuous Variable in Multiply-Imputed SCF Data	scf_plot_hist
Smoothed Distribution Plot of a Continuous Variable in SCF Data	scf_plot_smooth
Test a Proportion in SCF Data	scf_prop_test
Estimate a Quantile Regression Model on SCF Microdata	scf_quantreg
Estimate a Ratio of Totals in SCF Microdata	scf_ratio
Convert Raw SCF Dollar Variables to Real Dollars	scf_real
Format and Display Regression Results from Multiply-Imputed SCF Models	scf_regtable
Standard Errors of scf Results	scf_se SE.scf_mean SE.scf_model_result SE.scf_percentile SE.scf_ratio
Subset an 'scf_mi_survey' Object	scf_subset
Default Plot Theme for SCF Visualizations	scf_activate_theme scf_theme
T-Test of Means using SCF Microdata	scf_ttest
Create or Alter SCF Variables	scf_update
Modify Each Implicate Individually in SCF Data	scf_update_by_implicate
Standard Errors Across SCF Implicates	scf_variance
Cross-Tabulate Two Discrete Variables in Multiply-Imputed SCF Data	scf_xtab