Introduction | Loading Data and Package | Data Cleaning | Removing Duplicates | Handling Missing Values | Standardizing Categories | Survey Weighting | Applying Survey Weights | Weighted Statistics | Raking Weights | Statistical Analysis | Descriptive Statistics | Frequency Tables | Cross-Tabulation and Chi-Square Test | Visualization | Histogram of Age Distribution | Weighted Bar Plot of Education | Box Plot of Income by Gender | Box Plot of Age (Single Variable) | Summary Statistics for Publication | Table 1: Sample Characteristics | Table 2: Cross-Tabulation Results | Reproducibility Check | Conclusion | Key Features Demonstrated
Package: SurveyStat 1.0.3
SurveyStat: Survey Data Cleaning, Weighting and Analysis
Provides utilities for cleaning survey data, computing weights, and performing descriptive statistical analysis. Methods follow Lohr (2019, ISBN:978-0367272454) "Sampling: Design and Analysis" and Lumley (2010) <doi:10.1002/9780470580066>.
Authors:
SurveyStat_1.0.3.tar.gz
SurveyStat_1.0.3.zip(r-4.7)SurveyStat_1.0.3.zip(r-4.6)SurveyStat_1.0.3.zip(r-4.5)
SurveyStat_1.0.3.tgz(r-4.6-any)SurveyStat_1.0.3.tgz(r-4.5-any)
SurveyStat_1.0.3.tar.gz(r-4.7-any)SurveyStat_1.0.3.tar.gz(r-4.6-any)
SurveyStat_1.0.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
SurveyStat/json (API)
| # Install 'SurveyStat' in R: |
| install.packages('SurveyStat', repos = c('https://aliawan4027.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- example_survey - Example Survey Dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:a284efe91c. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 135 | ||
| source / vignettes | OK | 196 | ||
| linux-release-x86_64 | OK | 124 | ||
| macos-release-arm64 | OK | 179 | ||
| macos-oldrel-arm64 | OK | 135 | ||
| windows-devel | OK | 99 | ||
| windows-release | OK | 86 | ||
| windows-oldrel | OK | 99 | ||
| wasm-release | OK | 101 |
Exports:apply_weightsclean_missingcross_tabulationdescribe_surveyfrequency_tableplot_boxplotplot_histogramplot_weighted_barrake_weightsremove_duplicatesstandardize_categoriesweighted_meanweighted_total
Dependencies:clicpp11dplyrfarvergenericsggplot2gluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigR6RColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Apply survey weights to data | apply_weights |
| Clean missing values in specified column | clean_missing |
| Generate cross-tabulation table with chi-square test | cross_tabulation |
| Generate comprehensive survey description | describe_survey |
| Example Survey Dataset | example_survey |
| Generate frequency table for categorical variable | frequency_table |
| Create publication-quality box plot | plot_boxplot |
| Create publication-quality histogram | plot_histogram |
| Create weighted bar plot for categorical variables | plot_weighted_bar |
| Rake survey weights to match population targets | rake_weights |
| Remove duplicate rows from survey data | remove_duplicates |
| Standardize categorical values | standardize_categories |
| Calculate weighted mean | weighted_mean |
| Calculate weighted total | weighted_total |
