Economist, sports enthusiast, and always reforming. Consumer not producer of tweets. Here for the causal inference. Retweets so I can find things again.

Fort Collins, CO
Joined October 2012
Tim Komarek retweeted
Spatial errors are a potential problem in applied economics. If u use cross-sectional data, but neighboring observations are really similar, you overstate the confidence you can have in your results. The problem is not new. Recently, some new methods have allowed us to tackle
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Here are the first five sets of slides: 01 Introduction: psantanna.com/DiD/01_Introdu… 02 Classical 2x2 setup: psantanna.com/DiD/02_two_by_… 03 Clustering issues: psantanna.com/DiD/03_Cluster… 04 Functional form: psantanna.com/DiD/04_Functio… 05 Covariates: psantanna.com/DiD/05_Covaria…
I am thinking of making my DiD materials that I used for teaching in the last 5 years available. I am hoping these would find begineers in need of a step-by-step opinionated walkthrough of several developments Let’s see if I find the energy to do this! #EconTwitter #CausalTwitter
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Need an 📢alternative to Rosen-Roback 📢that accounts for trade (tradable goods & local services) & mobility (local ties &idiosyncratic tastes) frictions? Our new paper & quality-of-life solver for MATLAB/Stata/R/Python, plus a😎HTML-tool available at qol.ahlfeldt.com
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Earlier today, I posted an interactive map of work-from-home patterns based on the latest Census data from 2023. Explore it here: walker-data.com/map-challeng… Let's take a closer look at some of the trends:
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Yesterday I attended the session "Publishing in #Economics" at the #NEUDC2024 with @MelissaLDell (JPE) @afosterri (JDE) @SuriTavneet (REStat) and Laura Schechter (JEBO) and I think everyone should benefit from the amazing insights and advice we received, here is my summary! 1/n
Publishing in Economics. #NEUDC session on Publishing in Economics, moderated by Maddie McKelway & @debi_mohapatra. @MelissaLDell , @afoster, @LauraASchechter, & @SuriTavneet provided insightful and honest advice to researchers on how to navigate the complex world of publishing
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Comparing spatial patterns blog post 3: ↔️ continuous raster data for arbitrary regions using #rstats↔️ Read it at buff.ly/48nkkU0. #spatialpatterns #gischat #geospatial
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Here’s my article on integrating #Git with #Overleaf, specifically for economists. It’s beginner-friendly and assumes very little knowledge of Git or the command line. Feedback is welcome! medium.com/@arieda.muco/git-…
Econs using Overleaf: If you learn few basic Git commands you won’t need to manually upload figures &tables every time there are updates. Git can sync everything automatically. Use git push to update Overleaf & track changes with a commit message. #EconResearch #Overleaf #git
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🚨Public good alert! 🚨#EconTwitter The public-use NUMIDENT is now available for download with nearly 50 million death records and 25 million claims records (1936-2007)! Link: doi.org/10.3886/E207202V1 🧵1/N
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Tim Komarek retweeted
One of the best use cases for geospatial data is examining environmental factors. Here's a list of my favourite geospatial environmental datasets:
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Tim Komarek retweeted
The most important geospatial concept? Spatial Autocorrelation. It can make the difference between spurious and accurate results. Here’s what you need to know about it:
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Tim Komarek retweeted
To be a good geospatial data scientist, you need good tools. My tool of choice is R. Here are the packages I can't live without: #rstats
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Looking for some light beach reading? Check out new version of our book "Credible Answers to Hard Questions: Differences-in-Differences for Natural Experiments"! papers.ssrn.com/sol3/papers.… With companion videos from my course at World Bank: youtube.com/playlist?list=PL… And dofiles...
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Tim Komarek retweeted
Please find below the links to the DECRG difference-in-difference course held on June 7, 10, and 11: Playlist: youtube.com/playlist?list=PL… Introduction: youtube.com/watch?v=BM7QNx54… Day 1: youtube.com/watch?v=PWxjqK7X… Day 2: youtube.com/watch?v=FjD2qCkm…
It was a pleasure organizing and attending this course. The recorded videos will be available after the course and we will make sure to share them. Thank you @CdeChaisemartin !
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Things are coming together in this summer's project to bring @Mapbox GL JS v3 to #rstats... Seamless 3D terrain visualization of the globe, straight from your R console to your RStudio Viewer Still a ways to go, but excited about the direction it's going...
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To all DIDstas: is your Y measured less frequently than your D? E.g. you look at US election outcomes, measured every 4 years, but treatment measured every year? Check out great vignette @diegociccia1 has prepared on how to use did_multiplegt_dyn then: github.com/chaisemartinPacka…
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Geographically weighted regression (GWR) is a method to assess spatial non-stationarity, where relationships b/w an outcome and predictors in a model vary from place to place. I discuss GWR and its limitations in Ch8 of my book Analyzing US Census Data: walker-data.com/census-r/mod…
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Need all 85,194 @uscensusbureau Census tract or 242,298 Census block group boundaries for your project with minimal fuss? Get each in a single line of #rstats or #Python code from the newly-released 2023 Cartographic Boundary shapefiles using the {tigris} or {pygris} packages! tigris (R): github.com/walkerke/tigris pygris (Python): walker-data.com/pygris
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A couple thoughts tangentially related to the EJ/JPopEcon replication discussion, both on how I learned to minimize mistakes and be a more careful reader of reduced form work. Maybe useful for early career people.
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In this #toolkit, you can control worker heterogeneity and observe how the mighty @ReddingEcon-@HansbergRossi QSM collapses to #RosenRoback in the limit (gamma=infty). Javascript: sites.google.com/view/ahlfel… Stata ADO produces 4-quadrant GE graphs. Full docu: github.com/Ahlfeldt/ABRS-too…
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Tim Komarek retweeted
Replying to @ryancbriggs
fwiw there's an MIT course for CS students that covers make & GIT and *that* is called "the missing semester" 🤦‍♂️ missing.csail.mit.edu
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