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Philipp Bach

@philippbach.bsky.social
409 followers 999 following 40 posts

Assistant Professor (Juniorprofessor) of Econometrics; FU Berlin; Interests: Causal machine learning, causality, data science, statistics, econometrics ; philippbach.github.io

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Philipp Bach @philippbach.bsky.social · 13h
Thanks for the invitation 🙏. It was great to meet so many interested researchers at the Heartie School. I really enjoyed the questions and discussions!
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Data Science Lab - Hertie School @hertiedatascience.bsky.social · 28/09/2026
Join our next Brown Bag Data Science Lab event for an engaging discussion with @philippbach.bsky.social, @freieuniversitaet.bsky.social 📅 Tuesday, 29 September ⏰ 12:00 pm - 1:00 pm 📍 Maker Space | The Hertie School, Friedrichstraße 180 Register 🔗 www.hertie-school.org/en/datascien...
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FU Berlin Economics @fu-berlin-vwl.bsky.social · 04/05/2026
🗓️ Thursday, May 7: We are very happy to have Sylvia Klosin at the Reasearch Seminar in Economics at @freieuniversitaet.bsky.social. She will present her work on „Dynamic Biases of Static Panel Data Estimators“ #EconFUBerlin #RseFUBerlin #EconSky
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Jess Rohmann @jlrohmann.bsky.social · 15/02/2026
CAUSAL GRAPHS ➡️ HAPPINESS. 😍 Agree? & Work in/around Berlin? 🐻 Sign up for the 2026 Applied Causal Graphs Workshop! 🌟 Deadline Feb 28th ⬇️ applied-causal-graphs.de This 3rd edition is hosted by the great folks at Uni Potsdam 💡
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Philipp Bach @philippbach.bsky.social · 19/01/2026
Join us on Thursday in Berlin! Jana is a specialist in (modified) causal forests having super valuable experience from implementing and applying these fancy estimators in labor economics! 🚀
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Philipp Bach @philippbach.bsky.social · 08/12/2025
📣 Announcing the First DoubleML User Survey! 📊 We’re excited to launch the first DoubleML User Survey! We’d love to hear from all prospective, new, or experienced users of DoubleML in Python or R. 🔗Please take part here: forms.gle/HjZsWgrF5UEF... #EconSky #CausalSky #dataSkyence #Python #R
The DoubleML rhino shouting out "User Survey", available via https://forms.gle/HjZsWgrF5UEFUyDX9
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Causalscience.org @causalscience.org · 11/11/2025
It’s almost time! 🚀 #CDSM2025 begins tomorrow with an exciting two-day program of talks and discussions. Zoom webinar links were sent out today — if you didn't get yours, drop us a message at contact(at)causalscience.org.
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Philipp Bach @philippbach.bsky.social · 29/10/2025
👋 Hello, causal inference people in Berlin. Nice to meet you 🎉
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Philipp Bach @philippbach.bsky.social · 24/10/2025
Thank you @janmarcus.de and thanks to everybody who joined the event yesterday. For me it was a great kickoff for all the upcoming projects and teaching activities at @freieuniversitaet.bsky.social !
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Jan Marcus @janmarcus.de · 22/10/2025
You want to see @philippbach.bsky.social and @shushmargaryan.bsky.social in one session? Come to the welcome event for our new colleague Philipp Bach at @fu-berlin-vwl.bsky.social on Thursday!
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Jan Marcus @janmarcus.de · 16/09/2025
Great to see such a strong presence of @fu-berlin-vwl.bsky.social at the @vfsecon.bsky.social's Annual Conference in Cologne – always an inspiring venue for research and exchange! @danzernatalia.bsky.social @piotrlarysz.bsky.social @philippbach.bsky.social @phaan.bsky.social @simonvoss.bsky.social
Economist of the Free University Berlin at the Annual Meeting of the Verein für Socialpolitik
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Philipp Bach @philippbach.bsky.social · 04/08/2025
Last day to register for our BENA Skills Camp in September in Berlin! #EconSky #EconConf #dataSkyence #CausalSky
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Philipp Bach @philippbach.bsky.social · 10/07/2025
Join us for a 2 days hands-on workshop on Causal Machine Learning taking place in September at @freieuniversitaet.bsky.social #EconSky #Causality
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Anja Prummer @anjaprummer.bsky.social · 03/07/2025
We are looking for PhD students! More information at www.wiwiss.fu-berlin.de/fachbereich/...
wiwiss.fu-berlin.de
Call for Applications: EQUALFIN Doctoral Fellowships 2026
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Philipp Bach @philippbach.bsky.social · 05/06/2025
🎉 #EconSky #EconConf
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Philipp Bach @philippbach.bsky.social · 25/04/2025
Thanks! I totally agree with @mcknaus.bsky.social. Also whenever I start some new Causal "ML" projects, the first benchmark is always OLS & logistic regression learners; it helps you to see the connection to standard approaches; not only for linear regression, but also for doubly robust etc.
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Thorsten Faas @wahlforschung.thorstenfaas.de · 01/02/2025
Mehr denn je nach dieser Woche innn.it/phoenix-muss...
innn.it
phoenix muss bleiben! - Für eine besser informierte Republik
Jetzt innn.it-Petition unterschreiben & Andréa Roquebert, Diana Barthel-Soycka, Christoph Tölle, Kristian Wiegand unterstützen!
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Amrei Bahr @amreibahr.bsky.social · 28/01/2025
Ich meine das mit dem Aufruf zum Wählen übrigens ernst. Laut Forsa könnten wir 28% (!) Nicht-Wähler_innen haben. Liebe Wissenschaftler_innen, liebe Wissenschaftsinstitutionen: Euch hören viele zu. Erinnert sie, wie wichtig Wählen ist. Für unsere Demokratie. & ermuntert sie, Botschaft weiterzutragen!
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Jess Rohmann @jlrohmann.bsky.social · 17/01/2025
We're looking to connect Berlin & Brandenburg researchers working with causal graphs from all disciplines! ➡️ "Direct" link: applied-causal-graphs.de ⬅️ ⏱️ Abstracts due Feb 7th! #CausalInference #DAGs #Berlin #CausalGraphs ⭐ Keynotes by @philippbach.bsky.social @pwgtennant.bsky.social & Simone Maxand
Flyer for 2025 Applied Causal Graphs Workshop in Berlin, to be held on March 4th, 9:00-17:30 at the Charité Virchow Klinikum. Accepting abstracts until Feb 7th, 2025. Additional information at applied-causal-graphs.de
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The EuroCIM @eurocim.bsky.social · 13/01/2025
Two days left to submit your abstract to EuroCIM 2025! If you want the chance to present your work at the European Causal Inference Meeting 2025 in Ghent, send in your abstract no later than Jan 15, 2025. Submission form and more information here: eurocim.org/abstracts.html
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Philipp Bach @philippbach.bsky.social · 06/01/2025
🆕 New year, new working paper: Adventures in Demand Analysis using AI 🆕 Our question: How can we advance demand analysis using recent tools from AI (Deep Learning, LLMs etc)? Our idea: Use information from text & images in digital marketplaces like Amazon Paper: arxiv.org/abs/2501.00382 #EconSky
An AI-generated image showing a red and blue toy car with eyes. The figure has been obtained from summarizing a product category called "Iconic Movie-Inspired 1:55 Scale Diecast Cars Perfect for Storytelling
and Roleplay". The categorization has been obtained in the referenced paper. More details in Table 4.
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Philipp Bach @philippbach.bsky.social · 19/11/2024
This looks like a pretty useful paper and - probably more importantly - a pretty useful practical procedure to find our what happens when running Causal Machine Learning. Balancing checks etc are common in traditional approaches (like PSM), but are usually mor tricky to assess in ML-based estimation
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Paul Hünermund @p-hunermund.com · 15/11/2024
I'm trying to compete with @stephenjwild.bsky.social's DAG People starter pack, because economists believe in competition Open to suggestions! go.bsky.app/Fa2XSDH
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Martin Huber @causalhuber.bsky.social · 26/04/2024
Join our team at the Econ Department of Uni Fribourg! We're hiring for a Post-doc position and a Ph.D. position in an SNF-funded project on #NetworkScience & #Economics, led by Berno Büchel (visit berno.info). Duration: 40 months. #PostDoc #JobOpening #EconSky
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Philipp Bach @philippbach.bsky.social · 05/02/2024
🚀 New release of DoubleML with new features and much more documentation for practical applications🚀 Thanks a lot to @svenklaassen.bsky.social made most of the changes 🙏 New changes (more info below): 1. Updated Userguide 2. Several new Examples on how to use DoubleML 3. Updates to the Python API
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Philipp Bach @philippbach.bsky.social · 11/01/2024
That's great, thank you! I was waiting for this already for some time ;) it's a great book
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Martin Huber @causalhuber.bsky.social · 19/12/2023
Exciting update on my book #CausalAnalysis: Now, many empirical examples initially available for the software #R are also provided as #Python code! Download them for free from the following website: www.unifr.ch/appecon/en/r... #EconSky
unifr.ch
Text book "Causal Analysis" | Chair of Applied Econometrics and Policy Evaluation | University of F...
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Philipp Bach @philippbach.bsky.social · 18/12/2023
2024 we offer three editions of our 2-day course "Causal Machine Learning with DoubleML" for Data Scientists, Analysts and Researchers. More information can be found here: trainings.doubleml.org #causality #EconSky
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Philipp Bach @philippbach.bsky.social · 06/10/2023
New release for DoubleML Some days ago, we released version DoubleML 0.7.0 for Python including helpful new features like benchmarking for sensitivity analysis and policy trees! github.com/DoubleML/dou... #EconSky #CausalSky #Causality #Python #PythonSky
github.com
GitHub - DoubleML/doubleml-for-py: DoubleML - Double Machine Learning in Python
DoubleML - Double Machine Learning in Python. Contribute to DoubleML/doubleml-for-py development by creating an account on GitHub.
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