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DQAstats (version 0.3.9)

Core Functions for Data Quality Assessment

Description

Perform data quality assessment ('DQA') of electronic health records ('EHR'). Publication: Kapsner et al. (2021) .

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Install

install.packages('DQAstats')

Monthly Downloads

423

Version

0.3.9

License

GPL-3

Issues

1

Pull Requests

2

Stars

9

Forks

4

Maintainer

Lorenz A. Kapsner

Last Published

April 7th, 2025

Functions in DQAstats (0.3.9)

difference_checks

difference_checks helper function
dqa

Perform Data Quality Assessment of Electronic Health Records.
load_database

load_database helper function
load_sqls

load_sqls helper function
test_csv

test_csv helper function
time_compare

time_compare helper function
check_date_restriction_requirements

Checking the mdr integrity for time restrictions
completeness

completeness helper function
create_helper_vars

create_helper_vars helper function
create_pdf_report

create_pdf_report helper function
load_csv

load_csv helper function
is_latex_installed

Checks if there is a LaTeX installation available
get_restricting_date_info

Get a formatted string containing start and end time of the date restriction applied to the data.
get_atemp_plausis

get_atemp_plausis helper function
read_mdr

read_mdr helper function
reduce_cat

reduce_cat helper function
etl_checks

etl_checks helper function
export_aggregated

Export results to csv/zip file.
apply_time_restriciton

Time filtering of data.table or sql-strings.
atemp_plausi_results

atemp_plausi_results helper function
value_conformance_checks

value_conformance_checks helper function
format_value_conformance_results

format_value_conformance_results helper function
generate_datamap

generate_datamap helper function
data_loading

data_loading helper function
descriptive_results

descriptive_results helper function
uniq_plausi_results

uniq_plausi_results helper function
value_conformance

value_conformance helper function