Title: yuryatin/covid19_age_adjusted_mortality: COVID-19 gender and age-adjusted mortality

Type Software Alexander Yuryatin (2020): yuryatin/covid19_age_adjusted_mortality: COVID-19 gender and age-adjusted mortality. Zenodo. Software. https://zenodo.org/record/3829174

Author: Alexander Yuryatin ;

Links

• Item record in Zenodo
• Digital object URL

Summary

This is a mixed Python & C package for data scientists.

The code of the Python scripts and of the affiliated shared C library may help you fit analytically expressed functions to the COVID-19 mortality data to model age-adjusted fatality risk using maximum likelihood point estimates.

This software was desinged in two parts: a shared C library to dramatically speed up the calculation and a Python wrapper script to feed the input data into the affiliated shared C library and finally plot the fitted curves. A sample Python script.py file, which helps more easily import and transform the input tabular data and imports and communicates with the Python wrapper module, is also attached.

The shared C library provides the opportunity to test arbitrary functions on condition that, in the domain between 0 and 120+, they return values between 0.0 and 1.0 - otherwise, in this scenario, it won't make sense.

The (hard coded) arbitrary functions (if necessary) can be updated both inside the shared C library (for calculation) and in the wrapper Python script (for plotting and reporting).

Published at GitHub https://github.com/yuryatin/covid19_age_adjusted_mortality

To find detailed description, please, visit GitHub at https://github.com/yuryatin/covid19_age_adjusted_mortality

The newest plot can be separately downloaded at https://doi.org/10.5281/zenodo.3787930

More information

• DOI: 10.5281/zenodo.3829174

Dates

• Publication date: 2020
• Issued: May 15, 2020

Rights

• info:eu-repo/semantics/openAccess Open Access

Format

electronic resource

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