nationalaccountslis is an R package to compute national accounts coverage ratios with the LIS Data Center methodology.
It allows users to:
- Reproduce the coverage ratios published in the LIS Compare.IT dashboard.
- Download, clean and prepare national accounts data from the OECD.
- Compute estimates from microdata.
- Compute and plot coverage ratios.
You can install the package from this GitHub repo with:
devtools::install_github("https://github.com/JosepER/nationalaccountslis")This package is currently in Alpha version.
library(nationalaccountslis)
# download the national accounts using the OECD API
na_data <- download_na_oecd(start_year = 1985, countries = c("ITA", "USA"),
items = lis_dashboard_items)
# clean the downloaded national accounts data and create a wide table
na_table <- produce_oecd_na_table(na_data, nationalaccountslis::lis_dashboard_na_formulas)
# compute the estimates from microdata
microdata_estimates <- nationalaccountslis::compute_estimates_lis_microdata(datasets = c("it14i", "us16i"),
data_path = "data-raw/", # <- Replace with the path to local files.
weights= "hpopwgt",
formulas= nationalaccountslis::lis_dashboard_microdata_formulas)
# Compute the coverage ratios
compute_coverage_ratios(microdata_estimates, na_table)
# A tibble: 12 × 5
# ccyyd variable value_mi value_na ratio
# <chr> <chr> <dbl> <dbl> <dbl>
# 1 it14i D11R 47860. 469553. 0.102
# 2 it14i B3GR+D41R+D42R+D45R 25369. 389314. 0.0652
# 3 it14i D62R 30229. 354996. 0.0852
# 4 it14i D5P+D61P-D12R 27571. 271452. 0.102
# 5 it14i D61P-D12R 0 72524 0
# 6 it14i B6GR-K1R 75886. 1011206. 0.0750
# 7 us16i D11R 109355. 8091239. 0.0135
# 8 us16i B3GR+D41R+D42R+D45R 15290. 4482413. 0.00341
# 9 us16i D62R 18847. 4011206. 0.00470
# 10 us16i D5P+D61P-D12R 34287. 2616116. 0.0131
# 11 us16i D61P-D12R 8485. 657891. 0.0129
# 12 us16i B6GR-K1R 109204. 13431200. 0.00813