Lucas Kitzmüller – Medium

Lucas Kitzmüller

Lucas Kitzmüller
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Towards Data Science

Not Merely Averages: Using Machine Learning to Estimate Heterogeneous Treatment Effects

How does the causal impact of a policy or program vary across individuals?

13 min readOct 15, 2021

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Not Merely Averages: Using Machine Learning to Estimate Heterogeneous Treatment Effects

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Lucas Kitzmüller

Let’s Get Digital? Policy Options for Ethiopia’s ID System

To the Prime Minister’s Office

16 min readDec 12, 2020

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Let’s Get Digital? Policy Options for Ethiopia’s ID System

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Lucas Kitzmüller

Achieving Financial Inclusion: M-Pesa vs. UPI

Letter from D. Dagobert, Representative of the Banking Sector in Niali

5 min readNov 23, 2020

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Lucas Kitzmüller

Playing it safe? Mandating LastPass use is not the answer

LastPass is a password manager that stores encrypted passwords online. Users create an account with their email address and master…

3 min readOct 30, 2020

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Playing it safe? Mandating LastPass use is not the answer

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Lucas Kitzmüller

Responding to the Unenroll.me

Allowing Gmail users to share their data with third-party developers greatly improves Gmail’s value proposition. The current product…

4 min readOct 21, 2020

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Responding to the Unenroll.me

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Lucas Kitzmüller

Is It Me You Are Looking For?

Applying User-Centric Design to KNET

7 min readSep 28, 2020

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Is It Me You Are Looking For?

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Lucas Kitzmüller

Adopting “Once Only” in the German Government — A Citizen-Centric Approach

Adopting a Once-Only policy, allowing federal ministries and agencies to exchange data to deliver services, creates value both for…

4 min readSep 14, 2020

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Adopting “Once Only” in the German Government — A Citizen-Centric Approach

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Lucas Kitzmüller

Lucas Kitzmüller

Associate Economist, Machine Learning at EBRD. Inequality, development, and all things data. Ex IDinsight, World Bank & MPA/ID at Harvard.

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