Lukasz Szubelak – Medium

Lukasz Szubelak

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Lukasz Szubelak
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Towards Data Science

Causal Inference with Python: A Guide to Propensity Score Matching

An introduction to estimating treatment effects in non-randomized settings using practical examples and Python code

Jul 2

Causal Inference with Python: A Guide to Propensity Score Matching

Jul 2

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Lukasz Szubelak
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Towards AI

Mastering Causal Inference with Python: A Guide to Synthetic Control Groups

One can feel intrigued when a newspaper like the Washington Post writes an article about the statistical method. Statistical modeling isn’t…

May 11

Mastering Causal Inference with Python: A Guide to Synthetic Control Groups

May 11

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Lukasz Szubelak
in
Towards Data Science

Exploring causality in Python. Difference-in-differences

Establishing causality is one of the most important (although quite often neglected) areas of analytical work. In an upcoming series of…

Apr 8

Exploring causality in Python. Difference-in-differences

Apr 8

Lukasz Szubelak

Difference-in-differences — multiple periods and multiple controls. The case of the Basque Country.

We encounter questions about causality all the time. It happens in our daily lives and in professional settings. Causal questions can be…

May 1

Difference-in-differences — multiple periods and multiple controls. The case of the Basque Country.

May 1

Lukasz Szubelak

When war leads to increased trade — Poland-Ukraine trade in 2022

The Russian invasion of Ukraine has changed the European political and economic landscape. As for the end of February 2023, we can state…

Feb 25, 2023

When war leads to increased trade — Poland-Ukraine trade in 2022

Feb 25, 2023

Lukasz Szubelak

Which EU country has the most cars?

Owning a car is an important (and often necessary) part of life. Car ownership varies across different countries. It is often the result of…

Jun 22, 2022

Which EU country has the most cars?

Jun 22, 2022

Lukasz Szubelak

Is European Union economically dependent on Russia?

The war in Ukraine is a major crisis that will impact global geopolitics and economy in many years to come. Russian attack on Ukraine…

May 11, 2022

Is European Union economically dependent on Russia?

May 11, 2022

Lukasz Szubelak

Lukasz Szubelak

Analyst with interest in data science, public policy evaluation and economics. www.linkedin.com/in/lukasz-szubelak www.x.com/LukaszSzubelak

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