Elena Dudukina – Medium

Elena Dudukina

Competing events survival analysis: counterfactual framework offers new insights

This is an addition to R code written by Paloma Rojas-Saunero, PhD, which I “translated” into `tidyverse` code and enhanced with additional…

7 min readJan 14, 2023

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Competing events survival analysis: counterfactual framework offers new insights

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Elena Dudukina

Using `WeightIt` R package for causal inference

I recently discovered WeightIt R package and was very happy with its functionality and performance. I “delegated” my code computing IPTW to…

2 min readJul 21, 2022

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Using `WeightIt` R package for causal inference

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Elena Dudukina
in
Towards Data Science

Propensity score estimation and visualization

Using simulated dataset

4 min readMar 19, 2021

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Propensity score estimation and visualization

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Elena Dudukina

Descriptive time series data analysis using R and tidyverse

Antidepressants utilization trends in Swedish women

4 min readMar 5, 2021

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Descriptive time series data analysis using R and tidyverse

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Elena Dudukina

Вакцинироваться или не вакцинироваться? Вот в чем вопрос?!

Вот в чем вопрос?!

11 min readMar 4, 2021

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Вакцинироваться или не вакцинироваться? Вот в чем вопрос?!

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Elena Dudukina
in
Towards Data Science

Drug utilization in Sweden and Denmark

Exploring Danish & Swedish national trends of sedatives, antidepressants, anti-psychotics, and anxiolytics utilization in women.

2 min readMar 4, 2021

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Drug utilization in Sweden and Denmark

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Elena Dudukina

Swedish national trends of antidepressants, antipsychotics, anxiolytics, and sedatives utilization

Understanding your data with tidyverse and ggplot2

3 min readMar 4, 2021

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Swedish national trends of antidepressants, antipsychotics, anxiolytics, and sedatives utilization

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Elena Dudukina

Elena Dudukina

I do research in reproductive health and write about pharmacoepidemiology, drug utilization & safety, & Rstats. Primary blog https://www.elenadudukina.com

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